m1
knitr::opts_chunk$set(
echo = TRUE,
dev = "png",
dpi = 150,
fig.align = "center",
comment = NA
)
library(tidyverse)## ── Attaching packages ──────────────────────────────────────────────────────────────────── tidyverse 1.2.1 ──## ✔ ggplot2 3.2.1 ✔ purrr 0.3.2
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##
## This is hBayesDM version 1.0.0library(rstan)## Loading required package: StanHeaders## rstan (Version 2.19.2, GitRev: 2e1f913d3ca3)## For execution on a local, multicore CPU with excess RAM we recommend calling
## options(mc.cores = parallel::detectCores()).
## To avoid recompilation of unchanged Stan programs, we recommend calling
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library(bayesplot)## This is bayesplot version 1.7.0## - Online documentation and vignettes at mc-stan.org/bayesplot## - bayesplot theme set to bayesplot::theme_default()## * Does _not_ affect other ggplot2 plots## * See ?bayesplot_theme_set for details on theme setting##
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## maprstan_options(auto_write = TRUE)
options(mc.cores = parallel::detectCores())Model
\[ \begin{align*} \textrm{y} & \sim \textrm{Student-t}(\nu, \mu_{i}, \sigma) \\ \mu_{i} &= \alpha + \beta_{i} \times \textbf{X} \\ \nu & \sim \textrm{Gamma}(2, 1) \\ \sigma & \sim \textrm{Cauchy}(0, 2) \\ \alpha & \sim \textrm{Normal}(10, 50) \\ \beta_{i} & \sim \textrm{Normal}(\mu_{\beta_i}, 20) \\ \mu_{\beta_i} & \sim \textrm{Normal}(0, 30) \\ \end{align*} \]
stan_model_code <- "
// Data block
data {
int<lower=1> N; // Data size
int<lower=1> K; // Number of IndividualPredictors
matrix[N, K] X; // Matrix of IndividualPredictor point prediction values
vector<lower=0>[N] Y; // Target variable Y
row_vector[K] x_hat; // New data from K * IndividualPredictor pipelines
}
// Parameters block
parameters {
real<lower=0> alpha; // Intercept
vector[K] beta; // IndividualPredictor Coefficients
vector[K] beta_mu; // IndividualPredictor Coefficients' mu
real<lower=0> sigma; // error
real<lower=0> nu; // Student t degrees of freedom
}
// Transformed Paramaters block
transformed parameters {
vector[N] mu;
mu = alpha + X * beta; // linear predictor
}
// Model block
model {
// hyper priors
beta_mu ~ normal(0, 30);
// priors
alpha ~ normal(10, 50);
beta ~ normal(beta_mu, 20);
sigma ~ cauchy(0, 2);
nu ~ gamma(2, 1);
// likelihood
Y ~ student_t(nu, mu, sigma);
}
// Generated quantities block
generated quantities {
vector[N] y_rep; // simulate data from the posterior
vector[N] log_lik; // log-likelihood posterior
real y_hat; // Forward prediction from new x_hat data
for (n in 1:N) {
y_rep[n] = student_t_rng(nu, mu[n], sigma);
}
for (n in 1:N) {
log_lik[n] = student_t_lpdf(Y[n] | nu, mu[n], sigma);
}
y_hat = student_t_rng(nu, alpha + x_hat * beta, sigma);
}
"
sm <- stan_model(model_code = stan_model_code)Data
Raw
raw_data <- readRDS('data.RDS')
str(raw_data)Classes 'tbl_df', 'tbl' and 'data.frame': 1460 obs. of 4 variables:
$ y : num 16.7 16.3 16.8 16.8 17.3 ...
$ x1: num 16.5 16.9 16.6 17 17.5 ...
$ x2: num 16.5 16.9 16.4 17.1 16.9 ...
$ x3: num 16.5 16.8 16.4 17.1 17.1 ...Prep
x_obs <- raw_data %>%
select(-y) %>%
mutate_all(list(~scale(.) %>% as.vector)) # Standardise X
y_obs <- raw_data %>% select(y)
N <- nrow(x_obs)
K <- ncol(x_obs)
x_hat <- rep(0, K) # This will contain your individual predictor point estimates when you are making a forward prediction, for now just set to 0
data <- list(N=N, K=K, X=x_obs, Y=y_obs$y, x_hat=x_hat)
str(data)List of 5
$ N : int 1460
$ K : int 3
$ X :Classes 'tbl_df', 'tbl' and 'data.frame': 1460 obs. of 3 variables:
..$ x1: num [1:1460] 1.31 1.45 1.34 1.47 1.63 ...
..$ x2: num [1:1460] 1.3 1.42 1.27 1.5 1.44 ...
..$ x3: num [1:1460] 1.33 1.42 1.28 1.51 1.51 ...
$ Y : num [1:1460] 16.7 16.3 16.8 16.8 17.3 ...
$ x_hat: num [1:3] 0 0 0Stan Fit
sf1 <- sampling(sm,
data = data,
iter = 2000,
warmup = 500)print(sf1, digits=3, prob=c(0.5, 0.67, 0.8, 0.9))Inference for Stan model: 7109337119cc68515b3a716ec2f403c3.
4 chains, each with iter=2000; warmup=500; thin=1;
post-warmup draws per chain=1500, total post-warmup draws=6000.
mean se_mean sd 50% 67% 80% 90%
alpha 12.305 0.000 0.004 12.305 12.307 12.309 12.311
beta[1] 0.627 0.002 0.099 0.628 0.672 0.710 0.754
beta[2] 0.657 0.002 0.110 0.658 0.705 0.749 0.797
beta[3] 1.907 0.002 0.121 1.904 1.959 2.011 2.066
beta_mu[1] 0.221 0.220 16.607 0.435 7.602 14.031 21.268
beta_mu[2] 0.641 0.219 16.469 0.651 7.690 14.374 22.053
beta_mu[3] 1.526 0.236 16.728 1.647 8.755 15.288 22.875
sigma 0.116 0.000 0.004 0.116 0.118 0.120 0.121
nu 2.706 0.003 0.210 2.696 2.791 2.877 2.980
mu[1] 16.518 0.000 0.008 16.518 16.522 16.525 16.528
mu[2] 16.856 0.000 0.008 16.856 16.860 16.863 16.867
mu[3] 16.413 0.000 0.010 16.413 16.417 16.421 16.425
mu[4] 17.099 0.000 0.009 17.099 17.103 17.107 17.111
mu[5] 17.153 0.000 0.018 17.153 17.162 17.169 17.177
mu[6] 17.695 0.000 0.011 17.695 17.700 17.704 17.709
mu[7] 17.353 0.000 0.016 17.353 17.360 17.366 17.373
mu[8] 17.637 0.000 0.021 17.636 17.646 17.655 17.665
mu[9] 17.353 0.000 0.009 17.353 17.357 17.360 17.364
mu[10] 17.805 0.000 0.010 17.805 17.810 17.813 17.818
mu[11] 18.015 0.000 0.010 18.015 18.020 18.024 18.028
mu[12] 19.149 0.000 0.012 19.149 19.154 19.158 19.163
mu[13] 18.957 0.000 0.010 18.957 18.962 18.966 18.970
mu[14] 18.431 0.000 0.010 18.431 18.435 18.439 18.444
mu[15] 17.506 0.000 0.022 17.506 17.516 17.524 17.534
mu[16] 16.885 0.000 0.008 16.885 16.889 16.892 16.896
mu[17] 17.201 0.000 0.014 17.201 17.207 17.213 17.219
mu[18] 17.468 0.000 0.010 17.468 17.473 17.477 17.482
mu[19] 17.200 0.000 0.009 17.200 17.204 17.207 17.211
mu[20] 16.483 0.000 0.010 16.483 16.488 16.492 16.496
mu[21] 16.243 0.000 0.008 16.243 16.247 16.250 16.253
mu[22] 16.388 0.000 0.007 16.388 16.391 16.394 16.398
mu[23] 16.345 0.000 0.008 16.345 16.349 16.352 16.356
mu[24] 16.840 0.000 0.008 16.840 16.843 16.846 16.850
mu[25] 16.932 0.000 0.008 16.932 16.936 16.939 16.942
mu[26] 16.189 0.000 0.011 16.189 16.194 16.198 16.203
mu[27] 16.061 0.000 0.010 16.060 16.065 16.069 16.074
mu[28] 15.847 0.000 0.013 15.847 15.852 15.858 15.863
mu[29] 15.438 0.000 0.006 15.438 15.441 15.444 15.447
mu[30] 15.238 0.000 0.009 15.238 15.242 15.246 15.250
mu[31] 15.318 0.000 0.010 15.318 15.322 15.326 15.331
mu[32] 14.676 0.000 0.009 14.676 14.680 14.684 14.688
mu[33] 14.153 0.000 0.006 14.153 14.156 14.158 14.161
mu[34] 13.936 0.000 0.005 13.936 13.938 13.940 13.943
mu[35] 13.227 0.000 0.017 13.227 13.234 13.241 13.249
mu[36] 13.172 0.000 0.006 13.172 13.175 13.177 13.180
mu[37] 13.612 0.000 0.008 13.612 13.616 13.620 13.623
mu[38] 14.811 0.000 0.021 14.811 14.821 14.829 14.839
mu[39] 15.224 0.000 0.006 15.224 15.227 15.230 15.232
mu[40] 14.791 0.000 0.007 14.791 14.794 14.797 14.800
mu[41] 14.687 0.000 0.006 14.687 14.690 14.692 14.694
mu[42] 14.896 0.000 0.007 14.896 14.899 14.902 14.905
mu[43] 14.754 0.000 0.006 14.754 14.757 14.759 14.762
mu[44] 15.228 0.000 0.009 15.228 15.232 15.235 15.240
mu[45] 14.632 0.000 0.007 14.632 14.635 14.638 14.641
mu[46] 13.768 0.000 0.008 13.768 13.772 13.775 13.779
mu[47] 13.607 0.000 0.009 13.607 13.611 13.614 13.618
mu[48] 13.807 0.000 0.007 13.807 13.810 13.813 13.816
mu[49] 14.500 0.000 0.010 14.500 14.505 14.509 14.513
mu[50] 14.939 0.000 0.009 14.939 14.943 14.946 14.950
mu[51] 15.014 0.000 0.009 15.014 15.018 15.021 15.026
mu[52] 14.403 0.000 0.009 14.403 14.407 14.411 14.415
mu[53] 14.243 0.000 0.005 14.243 14.245 14.247 14.250
mu[54] 14.324 0.000 0.006 14.324 14.326 14.329 14.331
mu[55] 14.239 0.000 0.009 14.239 14.243 14.247 14.251
mu[56] 14.327 0.000 0.005 14.327 14.329 14.331 14.334
mu[57] 14.504 0.000 0.009 14.504 14.508 14.511 14.516
mu[58] 14.717 0.000 0.006 14.717 14.720 14.722 14.725
mu[59] 14.121 0.000 0.006 14.121 14.124 14.126 14.129
mu[60] 13.949 0.000 0.005 13.949 13.951 13.953 13.956
mu[61] 13.081 0.000 0.019 13.080 13.089 13.096 13.104
mu[62] 13.040 0.000 0.005 13.040 13.042 13.045 13.047
mu[63] 14.165 0.000 0.006 14.165 14.168 14.171 14.173
mu[64] 13.980 0.000 0.005 13.980 13.982 13.984 13.987
mu[65] 13.577 0.000 0.006 13.577 13.579 13.582 13.585
mu[66] 13.284 0.000 0.005 13.284 13.286 13.288 13.290
mu[67] 13.389 0.000 0.005 13.389 13.391 13.393 13.395
mu[68] 13.559 0.000 0.006 13.559 13.562 13.564 13.567
mu[69] 13.876 0.000 0.009 13.876 13.880 13.884 13.888
mu[70] 14.028 0.000 0.007 14.028 14.031 14.034 14.037
mu[71] 13.819 0.000 0.007 13.819 13.823 13.826 13.829
mu[72] 12.895 0.000 0.010 12.895 12.900 12.904 12.908
mu[73] 12.348 0.000 0.005 12.348 12.350 12.351 12.354
mu[74] 12.263 0.000 0.004 12.263 12.265 12.267 12.269
mu[75] 12.192 0.000 0.005 12.192 12.194 12.196 12.198
mu[76] 12.929 0.000 0.007 12.929 12.932 12.935 12.938
mu[77] 12.957 0.000 0.004 12.957 12.959 12.960 12.962
mu[78] 12.857 0.000 0.005 12.857 12.859 12.861 12.863
mu[79] 12.402 0.000 0.005 12.402 12.404 12.406 12.409
mu[80] 12.385 0.000 0.007 12.385 12.388 12.391 12.394
mu[81] 12.342 0.000 0.004 12.342 12.344 12.346 12.347
mu[82] 12.498 0.000 0.004 12.498 12.500 12.501 12.503
mu[83] 12.692 0.000 0.005 12.692 12.694 12.696 12.698
mu[84] 12.952 0.000 0.008 12.952 12.955 12.958 12.962
mu[85] 12.614 0.000 0.005 12.614 12.616 12.618 12.620
mu[86] 12.098 0.000 0.008 12.098 12.101 12.105 12.108
mu[87] 12.838 0.000 0.009 12.837 12.841 12.845 12.849
mu[88] 13.122 0.000 0.005 13.122 13.124 13.126 13.128
mu[89] 13.078 0.000 0.006 13.078 13.080 13.083 13.086
mu[90] 13.798 0.000 0.010 13.798 13.802 13.806 13.811
mu[91] 13.807 0.000 0.005 13.807 13.810 13.812 13.814
mu[92] 13.457 0.000 0.005 13.457 13.459 13.461 13.463
mu[93] 13.142 0.000 0.004 13.142 13.144 13.146 13.148
mu[94] 13.381 0.000 0.006 13.381 13.384 13.386 13.388
mu[95] 13.386 0.000 0.006 13.386 13.388 13.391 13.394
mu[96] 13.593 0.000 0.007 13.593 13.596 13.599 13.602
mu[97] 13.745 0.000 0.005 13.745 13.747 13.750 13.752
mu[98] 13.496 0.000 0.006 13.496 13.499 13.501 13.504
mu[99] 13.028 0.000 0.005 13.028 13.030 13.032 13.035
mu[100] 12.808 0.000 0.004 12.808 12.810 12.812 12.814
mu[101] 12.782 0.000 0.009 12.782 12.786 12.789 12.793
mu[102] 13.188 0.000 0.006 13.188 13.191 13.193 13.196
mu[103] 14.146 0.000 0.005 14.146 14.148 14.150 14.153
mu[104] 13.698 0.000 0.012 13.698 13.703 13.708 13.714
mu[105] 13.466 0.000 0.006 13.466 13.469 13.471 13.474
mu[106] 13.370 0.000 0.006 13.370 13.372 13.375 13.377
mu[107] 12.882 0.000 0.005 12.882 12.884 12.886 12.888
mu[108] 12.945 0.000 0.006 12.945 12.947 12.950 12.952
mu[109] 13.480 0.000 0.006 13.480 13.483 13.486 13.488
mu[110] 13.411 0.000 0.008 13.410 13.414 13.417 13.420
mu[111] 12.859 0.000 0.005 12.859 12.862 12.864 12.866
mu[112] 12.795 0.000 0.006 12.795 12.798 12.800 12.803
mu[113] 11.870 0.000 0.010 11.870 11.874 11.878 11.882
mu[114] 11.384 0.000 0.004 11.384 11.386 11.388 11.389
mu[115] 11.570 0.000 0.007 11.570 11.572 11.575 11.578
mu[116] 12.100 0.000 0.011 12.100 12.104 12.109 12.114
mu[117] 12.087 0.000 0.008 12.087 12.090 12.093 12.096
mu[118] 11.673 0.000 0.005 11.673 11.675 11.677 11.679
mu[119] 11.545 0.000 0.005 11.545 11.547 11.549 11.551
mu[120] 11.196 0.000 0.004 11.196 11.198 11.200 11.202
mu[121] 11.171 0.000 0.004 11.171 11.173 11.174 11.176
mu[122] 11.618 0.000 0.006 11.618 11.621 11.623 11.625
mu[123] 11.981 0.000 0.005 11.981 11.983 11.986 11.988
mu[124] 12.081 0.000 0.004 12.081 12.083 12.085 12.086
mu[125] 11.971 0.000 0.010 11.971 11.975 11.980 11.984
mu[126] 11.473 0.000 0.007 11.473 11.476 11.478 11.481
mu[127] 11.108 0.000 0.007 11.109 11.111 11.114 11.117
mu[128] 11.233 0.000 0.005 11.233 11.235 11.237 11.239
mu[129] 11.295 0.000 0.006 11.295 11.298 11.300 11.303
mu[130] 11.477 0.000 0.005 11.477 11.479 11.481 11.483
mu[131] 11.443 0.000 0.004 11.443 11.445 11.447 11.448
mu[132] 10.860 0.000 0.006 10.860 10.863 10.865 10.867
mu[133] 10.565 0.000 0.007 10.565 10.568 10.571 10.574
mu[134] 10.694 0.000 0.004 10.694 10.696 10.698 10.700
mu[135] 10.908 0.000 0.004 10.908 10.910 10.912 10.913
mu[136] 10.783 0.000 0.005 10.784 10.786 10.788 10.790
mu[137] 11.538 0.000 0.008 11.538 11.542 11.545 11.549
mu[138] 11.512 0.000 0.006 11.512 11.515 11.517 11.520
mu[139] 11.080 0.000 0.004 11.080 11.082 11.083 11.085
mu[140] 10.817 0.000 0.005 10.817 10.819 10.821 10.824
mu[141] 11.649 0.000 0.010 11.649 11.654 11.658 11.663
mu[142] 11.245 0.000 0.007 11.245 11.248 11.251 11.254
mu[143] 11.357 0.000 0.004 11.356 11.358 11.360 11.362
mu[144] 11.296 0.000 0.004 11.296 11.298 11.300 11.301
mu[145] 10.535 0.000 0.007 10.535 10.538 10.541 10.545
mu[146] 10.247 0.000 0.004 10.247 10.249 10.251 10.253
mu[147] 10.276 0.000 0.006 10.276 10.279 10.281 10.284
mu[148] 10.647 0.000 0.005 10.647 10.649 10.651 10.653
mu[149] 10.580 0.000 0.005 10.581 10.583 10.585 10.587
mu[150] 10.847 0.000 0.004 10.847 10.849 10.850 10.852
mu[151] 10.706 0.000 0.006 10.706 10.709 10.712 10.714
mu[152] 10.658 0.000 0.006 10.658 10.660 10.662 10.665
mu[153] 10.191 0.000 0.006 10.192 10.194 10.196 10.199
mu[154] 10.025 0.000 0.005 10.025 10.028 10.030 10.032
mu[155] 10.195 0.000 0.005 10.195 10.197 10.199 10.201
mu[156] 10.901 0.000 0.010 10.901 10.905 10.909 10.913
mu[157] 11.185 0.000 0.008 11.185 11.188 11.192 11.195
mu[158] 11.322 0.000 0.005 11.322 11.324 11.327 11.329
mu[159] 11.182 0.000 0.005 11.182 11.184 11.187 11.189
mu[160] 10.452 0.000 0.006 10.452 10.455 10.457 10.460
mu[161] 10.278 0.000 0.005 10.278 10.280 10.283 10.285
mu[162] 10.778 0.000 0.006 10.778 10.781 10.783 10.786
mu[163] 10.901 0.000 0.004 10.901 10.903 10.904 10.906
mu[164] 10.840 0.000 0.007 10.840 10.843 10.846 10.849
mu[165] 10.801 0.000 0.004 10.801 10.803 10.805 10.807
mu[166] 10.922 0.000 0.007 10.922 10.925 10.928 10.931
mu[167] 10.721 0.000 0.004 10.721 10.723 10.724 10.726
mu[168] 10.622 0.000 0.005 10.622 10.624 10.626 10.628
mu[169] 13.295 0.000 0.027 13.295 13.306 13.317 13.330
mu[170] 17.484 0.001 0.083 17.486 17.521 17.554 17.589
mu[171] 16.488 0.000 0.012 16.488 16.494 16.499 16.504
mu[172] 16.662 0.000 0.012 16.662 16.667 16.672 16.677
mu[173] 16.930 0.000 0.012 16.929 16.935 16.940 16.946
mu[174] 16.992 0.000 0.009 16.992 16.997 17.000 17.004
mu[175] 17.586 0.000 0.018 17.586 17.594 17.602 17.610
mu[176] 17.874 0.000 0.015 17.874 17.880 17.887 17.893
mu[177] 17.225 0.000 0.012 17.225 17.231 17.236 17.241
mu[178] 17.399 0.000 0.009 17.399 17.403 17.407 17.411
mu[179] 17.614 0.000 0.019 17.614 17.623 17.631 17.640
mu[180] 17.372 0.000 0.015 17.372 17.379 17.385 17.392
mu[181] 17.204 0.000 0.010 17.204 17.209 17.212 17.217
mu[182] 17.252 0.000 0.012 17.252 17.257 17.262 17.267
mu[183] 16.880 0.000 0.012 16.879 16.885 16.890 16.895
mu[184] 17.331 0.000 0.015 17.331 17.337 17.343 17.350
mu[185] 17.518 0.000 0.010 17.518 17.523 17.527 17.531
mu[186] 17.102 0.000 0.010 17.102 17.107 17.111 17.115
mu[187] 17.119 0.000 0.011 17.119 17.124 17.128 17.133
mu[188] 17.099 0.000 0.008 17.099 17.103 17.106 17.110
mu[189] 17.546 0.000 0.013 17.546 17.552 17.557 17.563
mu[190] 17.674 0.000 0.010 17.674 17.679 17.683 17.687
mu[191] 18.713 0.000 0.029 18.712 18.726 18.738 18.751
mu[192] 17.261 0.001 0.058 17.262 17.286 17.310 17.335
mu[193] 14.332 0.000 0.014 14.333 14.339 14.344 14.350
mu[194] 14.203 0.000 0.011 14.203 14.208 14.212 14.218
mu[195] 13.819 0.000 0.007 13.819 13.822 13.825 13.828
mu[196] 13.126 0.000 0.014 13.126 13.132 13.138 13.144
mu[197] 12.910 0.000 0.005 12.910 12.912 12.914 12.917
mu[198] 13.216 0.000 0.012 13.216 13.221 13.226 13.231
mu[199] 13.946 0.000 0.011 13.946 13.951 13.955 13.960
mu[200] 13.917 0.000 0.007 13.917 13.921 13.924 13.927
mu[201] 13.635 0.000 0.005 13.635 13.637 13.639 13.641
mu[202] 13.166 0.000 0.005 13.166 13.168 13.170 13.172
mu[203] 13.043 0.000 0.005 13.043 13.046 13.048 13.050
mu[204] 14.413 0.000 0.018 14.413 14.421 14.428 14.436
mu[205] 15.542 0.000 0.011 15.542 15.546 15.551 15.555
mu[206] 15.467 0.000 0.012 15.467 15.473 15.477 15.483
mu[207] 15.141 0.000 0.006 15.141 15.144 15.147 15.150
mu[208] 15.172 0.000 0.006 15.172 15.175 15.177 15.180
mu[209] 14.741 0.000 0.011 14.741 14.746 14.750 14.755
mu[210] 14.794 0.000 0.009 14.794 14.798 14.801 14.805
mu[211] 14.833 0.000 0.009 14.832 14.836 14.840 14.844
mu[212] 14.938 0.000 0.006 14.938 14.940 14.943 14.946
mu[213] 14.460 0.000 0.009 14.460 14.464 14.468 14.472
mu[214] 14.068 0.000 0.005 14.068 14.071 14.073 14.075
mu[215] 13.640 0.000 0.007 13.640 13.644 13.647 13.650
mu[216] 13.438 0.001 0.033 13.438 13.452 13.465 13.480
mu[217] 13.554 0.000 0.008 13.554 13.557 13.561 13.564
mu[218] 14.086 0.000 0.009 14.086 14.090 14.094 14.098
mu[219] 14.361 0.000 0.005 14.361 14.363 14.365 14.368
mu[220] 14.188 0.000 0.006 14.188 14.191 14.193 14.195
mu[221] 13.748 0.000 0.007 13.748 13.752 13.755 13.758
mu[222] 13.143 0.000 0.008 13.143 13.146 13.150 13.153
mu[223] 13.167 0.000 0.005 13.166 13.169 13.171 13.174
mu[224] 13.167 0.000 0.007 13.167 13.170 13.173 13.176
mu[225] 13.614 0.000 0.011 13.614 13.619 13.623 13.628
mu[226] 13.288 0.000 0.017 13.288 13.295 13.302 13.310
mu[227] 12.715 0.000 0.007 12.715 12.718 12.721 12.724
mu[228] 11.942 0.000 0.009 11.942 11.946 11.950 11.954
mu[229] 11.721 0.000 0.005 11.721 11.723 11.725 11.727
mu[230] 11.504 0.000 0.008 11.504 11.507 11.510 11.514
mu[231] 11.646 0.000 0.005 11.646 11.648 11.650 11.653
mu[232] 12.613 0.000 0.012 12.613 12.618 12.623 12.627
mu[233] 12.605 0.000 0.005 12.605 12.607 12.609 12.612
mu[234] 12.141 0.000 0.004 12.141 12.143 12.145 12.147
mu[235] 12.362 0.000 0.007 12.362 12.365 12.368 12.371
mu[236] 12.603 0.000 0.007 12.602 12.605 12.608 12.611
mu[237] 12.652 0.000 0.006 12.651 12.654 12.656 12.659
mu[238] 12.611 0.000 0.004 12.611 12.613 12.615 12.617
mu[239] 13.478 0.000 0.004 13.478 13.480 13.482 13.484
mu[240] 14.044 0.000 0.007 14.044 14.047 14.050 14.053
mu[241] 13.519 0.000 0.005 13.519 13.522 13.524 13.526
mu[242] 13.452 0.000 0.008 13.452 13.456 13.459 13.463
mu[243] 13.521 0.000 0.006 13.521 13.523 13.526 13.528
mu[244] 13.557 0.000 0.007 13.556 13.560 13.562 13.565
mu[245] 13.856 0.000 0.007 13.856 13.859 13.862 13.865
mu[246] 14.447 0.000 0.011 14.447 14.452 14.457 14.461
mu[247] 14.064 0.000 0.006 14.064 14.067 14.070 14.073
mu[248] 13.690 0.000 0.005 13.690 13.692 13.694 13.696
mu[249] 13.836 0.000 0.007 13.836 13.840 13.843 13.846
mu[250] 13.533 0.000 0.005 13.533 13.535 13.537 13.540
mu[251] 14.154 0.000 0.008 14.154 14.158 14.161 14.164
mu[252] 14.540 0.000 0.009 14.540 14.544 14.548 14.552
mu[253] 14.558 0.000 0.006 14.558 14.560 14.563 14.565
mu[254] 14.148 0.000 0.005 14.148 14.150 14.152 14.155
mu[255] 13.736 0.000 0.007 13.736 13.740 13.742 13.745
mu[256] 13.702 0.000 0.007 13.702 13.705 13.708 13.711
mu[257] 13.947 0.000 0.008 13.947 13.950 13.954 13.957
mu[258] 13.935 0.000 0.008 13.935 13.938 13.941 13.945
mu[259] 13.621 0.000 0.006 13.621 13.624 13.627 13.630
mu[260] 13.595 0.000 0.006 13.595 13.597 13.600 13.602
mu[261] 13.513 0.000 0.005 13.513 13.515 13.517 13.519
mu[262] 12.414 0.000 0.015 12.414 12.421 12.427 12.434
mu[263] 12.124 0.000 0.008 12.124 12.128 12.131 12.135
mu[264] 12.369 0.000 0.004 12.369 12.370 12.372 12.374
mu[265] 12.454 0.000 0.005 12.454 12.456 12.458 12.460
mu[266] 13.435 0.000 0.012 13.435 13.440 13.445 13.450
mu[267] 13.168 0.000 0.005 13.168 13.170 13.172 13.174
mu[268] 12.711 0.000 0.005 12.711 12.713 12.715 12.717
mu[269] 12.580 0.000 0.007 12.580 12.583 12.586 12.589
mu[270] 13.038 0.000 0.010 13.037 13.042 13.047 13.051
mu[271] 13.537 0.000 0.006 13.537 13.540 13.543 13.545
mu[272] 13.756 0.000 0.006 13.756 13.758 13.761 13.763
mu[273] 13.564 0.000 0.005 13.564 13.567 13.569 13.571
mu[274] 13.471 0.000 0.008 13.471 13.475 13.478 13.481
mu[275] 12.818 0.000 0.004 12.818 12.820 12.821 12.823
mu[276] 12.657 0.000 0.008 12.657 12.660 12.663 12.667
mu[277] 12.704 0.000 0.006 12.704 12.707 12.709 12.712
mu[278] 12.865 0.000 0.004 12.865 12.867 12.869 12.871
mu[279] 12.852 0.000 0.006 12.852 12.854 12.856 12.859
mu[280] 12.915 0.000 0.005 12.915 12.917 12.919 12.922
mu[281] 12.805 0.000 0.005 12.805 12.807 12.809 12.811
mu[282] 12.628 0.000 0.005 12.628 12.630 12.632 12.634
mu[283] 13.242 0.000 0.005 13.242 13.244 13.246 13.248
mu[284] 13.079 0.000 0.005 13.079 13.081 13.083 13.085
mu[285] 13.583 0.000 0.005 13.583 13.586 13.588 13.590
mu[286] 13.684 0.000 0.007 13.684 13.687 13.690 13.693
mu[287] 13.486 0.000 0.005 13.486 13.489 13.491 13.493
mu[288] 13.206 0.000 0.005 13.206 13.208 13.210 13.212
mu[289] 12.823 0.000 0.005 12.823 12.826 12.828 12.830
mu[290] 12.732 0.000 0.005 12.732 12.734 12.736 12.739
mu[291] 12.898 0.000 0.005 12.898 12.900 12.903 12.905
mu[292] 13.058 0.000 0.005 13.058 13.060 13.062 13.064
mu[293] 12.805 0.000 0.009 12.805 12.809 12.812 12.816
mu[294] 12.635 0.000 0.004 12.635 12.637 12.639 12.641
mu[295] 12.949 0.000 0.004 12.949 12.951 12.953 12.955
mu[296] 13.472 0.000 0.008 13.472 13.475 13.479 13.482
mu[297] 13.174 0.000 0.014 13.174 13.180 13.185 13.191
mu[298] 14.521 0.000 0.008 14.521 14.525 14.528 14.532
mu[299] 14.644 0.000 0.006 14.644 14.646 14.649 14.651
mu[300] 14.937 0.000 0.008 14.937 14.940 14.944 14.948
mu[301] 14.884 0.000 0.006 14.884 14.887 14.889 14.892
mu[302] 14.883 0.000 0.006 14.883 14.886 14.888 14.891
mu[303] 14.779 0.000 0.006 14.779 14.781 14.784 14.786
mu[304] 14.883 0.000 0.008 14.883 14.887 14.890 14.894
mu[305] 14.857 0.000 0.007 14.857 14.860 14.863 14.867
mu[306] 14.620 0.000 0.006 14.619 14.622 14.625 14.628
mu[307] 14.637 0.000 0.006 14.637 14.640 14.642 14.645
mu[308] 14.618 0.000 0.006 14.618 14.621 14.623 14.626
mu[309] 15.558 0.000 0.007 15.558 15.562 15.565 15.568
mu[310] 16.011 0.000 0.008 16.011 16.015 16.018 16.021
mu[311] 15.765 0.000 0.010 15.765 15.770 15.774 15.778
mu[312] 15.706 0.000 0.008 15.706 15.710 15.713 15.716
mu[313] 15.866 0.000 0.007 15.866 15.869 15.872 15.875
mu[314] 15.689 0.000 0.007 15.689 15.692 15.695 15.698
mu[315] 15.351 0.000 0.009 15.351 15.355 15.358 15.362
mu[316] 15.220 0.000 0.007 15.220 15.223 15.226 15.229
mu[317] 14.910 0.000 0.007 14.910 14.913 14.916 14.919
mu[318] 14.714 0.000 0.005 14.714 14.716 14.719 14.721
mu[319] 14.815 0.000 0.007 14.815 14.818 14.821 14.824
mu[320] 14.071 0.000 0.016 14.070 14.078 14.084 14.091
mu[321] 13.142 0.000 0.017 13.142 13.149 13.156 13.164
mu[322] 13.083 0.000 0.006 13.083 13.086 13.088 13.091
mu[323] 12.590 0.000 0.007 12.590 12.593 12.596 12.599
mu[324] 12.822 0.000 0.006 12.822 12.825 12.827 12.830
mu[325] 13.133 0.000 0.005 13.133 13.135 13.137 13.140
mu[326] 13.245 0.000 0.009 13.244 13.248 13.252 13.256
mu[327] 13.571 0.000 0.007 13.571 13.575 13.578 13.581
mu[328] 13.498 0.000 0.005 13.498 13.500 13.502 13.505
mu[329] 13.518 0.000 0.005 13.518 13.521 13.523 13.525
mu[330] 13.545 0.000 0.005 13.545 13.548 13.550 13.552
mu[331] 13.579 0.000 0.006 13.579 13.582 13.585 13.587
mu[332] 12.898 0.000 0.013 12.898 12.903 12.909 12.914
mu[333] 13.470 0.000 0.017 13.470 13.477 13.484 13.491
mu[334] 13.613 0.000 0.011 13.613 13.618 13.623 13.628
mu[335] 13.407 0.000 0.008 13.407 13.411 13.414 13.417
mu[336] 13.209 0.000 0.005 13.209 13.211 13.213 13.216
mu[337] 13.180 0.000 0.004 13.179 13.182 13.183 13.185
mu[338] 13.698 0.000 0.009 13.698 13.702 13.705 13.709
mu[339] 13.880 0.000 0.005 13.880 13.882 13.884 13.886
mu[340] 14.155 0.000 0.006 14.155 14.158 14.160 14.163
mu[341] 13.817 0.000 0.007 13.817 13.820 13.823 13.826
mu[342] 13.949 0.000 0.006 13.949 13.952 13.954 13.957
mu[343] 14.223 0.000 0.006 14.223 14.226 14.228 14.231
mu[344] 14.034 0.000 0.006 14.034 14.037 14.039 14.042
mu[345] 14.256 0.000 0.008 14.256 14.259 14.263 14.266
mu[346] 14.523 0.000 0.006 14.523 14.526 14.528 14.531
mu[347] 14.060 0.000 0.006 14.060 14.063 14.066 14.069
mu[348] 13.992 0.000 0.007 13.992 13.995 13.998 14.000
mu[349] 13.811 0.000 0.008 13.811 13.815 13.818 13.822
mu[350] 13.889 0.000 0.005 13.889 13.892 13.894 13.896
mu[351] 13.984 0.000 0.006 13.984 13.986 13.989 13.991
mu[352] 14.450 0.000 0.009 14.450 14.454 14.458 14.461
mu[353] 14.475 0.000 0.013 14.475 14.481 14.486 14.492
mu[354] 15.325 0.000 0.009 15.325 15.329 15.333 15.337
mu[355] 15.353 0.000 0.007 15.353 15.356 15.358 15.361
mu[356] 15.400 0.000 0.007 15.399 15.403 15.406 15.409
mu[357] 17.348 0.000 0.029 17.348 17.361 17.374 17.387
mu[358] 19.070 0.000 0.013 19.070 19.076 19.081 19.087
mu[359] 18.206 0.000 0.010 18.206 18.211 18.215 18.219
mu[360] 19.037 0.000 0.014 19.037 19.043 19.048 19.055
mu[361] 18.970 0.000 0.013 18.970 18.976 18.981 18.987
mu[362] 19.091 0.000 0.011 19.091 19.096 19.100 19.105
mu[363] 20.081 0.000 0.012 20.081 20.086 20.091 20.096
mu[364] 20.473 0.000 0.013 20.473 20.479 20.484 20.490
mu[365] 20.080 0.000 0.016 20.080 20.087 20.094 20.101
mu[366] 20.308 0.000 0.012 20.308 20.314 20.319 20.324
mu[367] 21.048 0.000 0.014 21.048 21.054 21.060 21.066
mu[368] 20.943 0.000 0.015 20.943 20.949 20.955 20.962
mu[369] 21.425 0.000 0.014 21.425 21.431 21.437 21.443
mu[370] 21.806 0.000 0.015 21.806 21.813 21.819 21.826
mu[371] 21.367 0.000 0.014 21.367 21.373 21.378 21.384
mu[372] 21.955 0.000 0.019 21.954 21.963 21.971 21.979
mu[373] 22.188 0.000 0.015 22.188 22.195 22.201 22.207
mu[374] 21.921 0.000 0.017 21.920 21.928 21.935 21.943
mu[375] 21.957 0.000 0.015 21.957 21.964 21.969 21.976
mu[376] 22.062 0.000 0.015 22.062 22.069 22.074 22.081
mu[377] 21.947 0.000 0.016 21.947 21.955 21.961 21.968
mu[378] 21.894 0.000 0.015 21.894 21.901 21.907 21.913
mu[379] 21.577 0.000 0.015 21.577 21.584 21.590 21.597
mu[380] 19.544 0.001 0.038 19.544 19.561 19.575 19.593
mu[381] 19.963 0.000 0.013 19.963 19.969 19.974 19.980
mu[382] 20.664 0.000 0.013 20.664 20.670 20.675 20.681
mu[383] 20.308 0.000 0.018 20.308 20.315 20.323 20.331
mu[384] 20.002 0.000 0.012 20.002 20.007 20.011 20.016
mu[385] 19.798 0.000 0.014 19.797 19.804 19.809 19.816
mu[386] 19.358 0.000 0.016 19.357 19.364 19.371 19.377
mu[387] 19.855 0.000 0.015 19.855 19.862 19.868 19.874
mu[388] 20.342 0.000 0.015 20.342 20.349 20.354 20.361
mu[389] 20.022 0.000 0.013 20.023 20.028 20.033 20.039
mu[390] 19.468 0.000 0.012 19.468 19.473 19.478 19.483
mu[391] 19.285 0.000 0.011 19.285 19.290 19.294 19.299
mu[392] 18.602 0.000 0.014 18.602 18.608 18.614 18.620
mu[393] 18.923 0.000 0.012 18.923 18.928 18.933 18.938
mu[394] 18.944 0.000 0.010 18.944 18.949 18.953 18.958
mu[395] 18.587 0.000 0.011 18.587 18.591 18.595 18.600
mu[396] 18.102 0.000 0.010 18.102 18.106 18.110 18.114
mu[397] 18.033 0.000 0.011 18.033 18.038 18.043 18.048
mu[398] 18.032 0.000 0.010 18.032 18.037 18.041 18.046
mu[399] 17.903 0.000 0.014 17.903 17.909 17.914 17.921
mu[400] 17.503 0.000 0.010 17.503 17.507 17.511 17.515
mu[401] 17.694 0.000 0.015 17.694 17.701 17.706 17.713
mu[402] 17.574 0.000 0.009 17.574 17.578 17.581 17.585
mu[403] 17.274 0.000 0.011 17.274 17.278 17.283 17.287
mu[404] 16.750 0.000 0.010 16.750 16.754 16.758 16.762
mu[405] 15.959 0.000 0.011 15.959 15.964 15.968 15.974
mu[406] 16.085 0.000 0.011 16.085 16.090 16.095 16.099
mu[407] 16.398 0.000 0.008 16.398 16.401 16.405 16.408
mu[408] 16.213 0.000 0.009 16.213 16.217 16.221 16.225
mu[409] 15.952 0.000 0.009 15.952 15.956 15.960 15.964
mu[410] 15.377 0.000 0.014 15.377 15.384 15.389 15.395
mu[411] 15.153 0.000 0.007 15.153 15.156 15.159 15.162
mu[412] 15.324 0.000 0.008 15.324 15.328 15.331 15.334
mu[413] 15.324 0.000 0.007 15.324 15.327 15.330 15.333
mu[414] 15.032 0.000 0.007 15.032 15.035 15.038 15.041
mu[415] 14.971 0.000 0.007 14.971 14.974 14.977 14.980
mu[416] 15.121 0.000 0.007 15.121 15.124 15.127 15.131
mu[417] 14.828 0.000 0.006 14.828 14.830 14.833 14.835
mu[418] 15.065 0.000 0.008 15.065 15.069 15.072 15.075
mu[419] 16.067 0.000 0.007 16.067 16.070 16.073 16.077
mu[420] 15.864 0.000 0.007 15.864 15.867 15.870 15.873
mu[421] 15.652 0.000 0.008 15.652 15.656 15.659 15.662
mu[422] 15.280 0.000 0.007 15.280 15.283 15.285 15.288
mu[423] 14.926 0.000 0.007 14.926 14.929 14.931 14.934
mu[424] 15.437 0.000 0.008 15.437 15.440 15.443 15.447
mu[425] 15.897 0.000 0.020 15.897 15.906 15.914 15.923
mu[426] 15.893 0.000 0.012 15.893 15.898 15.903 15.908
mu[427] 15.905 0.000 0.008 15.905 15.909 15.912 15.915
mu[428] 16.017 0.000 0.009 16.017 16.021 16.025 16.028
mu[429] 15.719 0.000 0.007 15.719 15.723 15.725 15.729
mu[430] 15.790 0.000 0.007 15.790 15.793 15.796 15.799
mu[431] 16.133 0.000 0.009 16.133 16.137 16.141 16.145
mu[432] 15.921 0.000 0.008 15.921 15.925 15.928 15.932
mu[433] 16.178 0.000 0.012 16.178 16.183 16.188 16.194
mu[434] 16.469 0.000 0.008 16.469 16.473 16.476 16.479
mu[435] 16.177 0.000 0.012 16.177 16.182 16.187 16.192
mu[436] 15.904 0.000 0.008 15.904 15.908 15.911 15.914
mu[437] 16.312 0.000 0.008 16.312 16.316 16.319 16.323
mu[438] 15.917 0.000 0.007 15.917 15.920 15.923 15.926
mu[439] 15.719 0.000 0.008 15.719 15.723 15.726 15.729
mu[440] 15.768 0.000 0.008 15.768 15.772 15.775 15.778
mu[441] 15.633 0.000 0.012 15.633 15.639 15.644 15.649
mu[442] 15.285 0.000 0.008 15.285 15.289 15.292 15.296
mu[443] 15.504 0.000 0.007 15.504 15.507 15.510 15.513
mu[444] 15.176 0.000 0.006 15.176 15.178 15.181 15.184
mu[445] 15.123 0.000 0.007 15.123 15.126 15.129 15.132
mu[446] 15.730 0.000 0.011 15.730 15.735 15.740 15.746
mu[447] 15.678 0.000 0.008 15.678 15.682 15.685 15.688
mu[448] 14.710 0.000 0.012 14.709 14.715 14.720 14.726
mu[449] 14.871 0.000 0.008 14.871 14.875 14.878 14.881
mu[450] 14.668 0.000 0.008 14.668 14.672 14.675 14.679
mu[451] 14.438 0.000 0.008 14.438 14.442 14.445 14.449
mu[452] 14.350 0.000 0.006 14.350 14.353 14.355 14.358
mu[453] 13.995 0.000 0.005 13.995 13.997 13.999 14.002
mu[454] 13.627 0.000 0.010 13.627 13.632 13.636 13.640
mu[455] 14.833 0.000 0.018 14.833 14.841 14.849 14.856
mu[456] 14.888 0.000 0.016 14.888 14.895 14.901 14.909
mu[457] 14.729 0.000 0.006 14.729 14.732 14.734 14.737
mu[458] 14.865 0.000 0.006 14.865 14.868 14.870 14.873
mu[459] 14.943 0.000 0.008 14.943 14.946 14.950 14.954
mu[460] 14.448 0.000 0.008 14.448 14.452 14.455 14.458
mu[461] 14.810 0.000 0.008 14.810 14.813 14.816 14.820
mu[462] 14.568 0.000 0.006 14.568 14.571 14.574 14.576
mu[463] 14.139 0.000 0.006 14.139 14.142 14.144 14.147
mu[464] 14.125 0.000 0.007 14.125 14.128 14.131 14.134
mu[465] 13.838 0.000 0.006 13.838 13.841 13.843 13.846
mu[466] 13.844 0.000 0.005 13.844 13.846 13.848 13.850
mu[467] 15.417 0.000 0.020 15.417 15.426 15.434 15.443
mu[468] 15.062 0.000 0.007 15.062 15.065 15.067 15.070
mu[469] 15.240 0.000 0.012 15.240 15.245 15.250 15.256
mu[470] 15.698 0.000 0.013 15.698 15.704 15.709 15.715
mu[471] 15.970 0.000 0.010 15.970 15.974 15.978 15.982
mu[472] 15.623 0.000 0.013 15.623 15.629 15.634 15.640
mu[473] 19.091 0.000 0.016 19.090 19.098 19.104 19.112
mu[474] 22.136 0.001 0.033 22.136 22.150 22.164 22.178
mu[475] 21.793 0.000 0.017 21.793 21.800 21.807 21.815
mu[476] 21.831 0.000 0.014 21.831 21.837 21.843 21.850
mu[477] 21.575 0.000 0.014 21.575 21.581 21.587 21.593
mu[478] 20.610 0.000 0.019 20.610 20.618 20.626 20.635
mu[479] 21.447 0.000 0.020 21.447 21.456 21.465 21.474
mu[480] 21.242 0.000 0.015 21.242 21.249 21.255 21.262
mu[481] 21.087 0.000 0.014 21.087 21.093 21.099 21.105
mu[482] 21.021 0.000 0.015 21.021 21.028 21.033 21.040
mu[483] 21.283 0.000 0.017 21.282 21.290 21.297 21.305
mu[484] 21.326 0.000 0.013 21.326 21.332 21.337 21.343
mu[485] 21.595 0.000 0.014 21.595 21.601 21.607 21.613
mu[486] 21.794 0.000 0.014 21.794 21.800 21.806 21.812
mu[487] 21.415 0.000 0.017 21.415 21.423 21.430 21.437
mu[488] 22.385 0.000 0.015 22.385 22.392 22.398 22.405
mu[489] 22.164 0.000 0.016 22.165 22.172 22.178 22.185
mu[490] 21.454 0.000 0.019 21.454 21.463 21.471 21.479
mu[491] 21.499 0.000 0.015 21.499 21.505 21.511 21.517
mu[492] 21.202 0.000 0.014 21.202 21.208 21.213 21.219
mu[493] 20.766 0.000 0.014 20.766 20.772 20.777 20.783
mu[494] 21.132 0.000 0.014 21.132 21.138 21.143 21.149
mu[495] 20.981 0.000 0.016 20.980 20.988 20.994 21.002
mu[496] 19.071 0.001 0.034 19.071 19.086 19.099 19.114
mu[497] 15.848 0.000 0.020 15.848 15.857 15.865 15.874
mu[498] 16.442 0.001 0.056 16.442 16.468 16.490 16.514
mu[499] 16.640 0.001 0.043 16.640 16.659 16.677 16.695
mu[500] 15.704 0.000 0.010 15.704 15.708 15.712 15.717
mu[501] 15.852 0.000 0.008 15.852 15.856 15.859 15.862
mu[502] 15.440 0.000 0.013 15.440 15.446 15.451 15.457
mu[503] 15.630 0.000 0.007 15.630 15.633 15.636 15.639
mu[504] 15.652 0.000 0.008 15.652 15.656 15.659 15.662
mu[505] 15.262 0.000 0.008 15.262 15.266 15.269 15.273
mu[506] 14.948 0.000 0.010 14.948 14.953 14.956 14.960
mu[507] 14.783 0.000 0.007 14.783 14.786 14.789 14.792
mu[508] 14.199 0.000 0.013 14.199 14.205 14.211 14.217
mu[509] 14.492 0.000 0.010 14.492 14.496 14.501 14.505
mu[510] 14.138 0.000 0.009 14.138 14.142 14.146 14.150
mu[511] 13.567 0.000 0.007 13.567 13.570 13.573 13.576
mu[512] 13.700 0.000 0.008 13.700 13.703 13.706 13.709
mu[513] 13.268 0.000 0.010 13.269 13.273 13.277 13.281
mu[514] 12.843 0.000 0.008 12.843 12.846 12.849 12.853
mu[515] 12.880 0.000 0.005 12.880 12.882 12.884 12.886
mu[516] 13.200 0.000 0.007 13.200 13.203 13.206 13.209
mu[517] 12.814 0.000 0.006 12.814 12.816 12.819 12.822
mu[518] 13.022 0.000 0.005 13.022 13.024 13.026 13.029
mu[519] 12.981 0.000 0.008 12.981 12.984 12.987 12.991
mu[520] 12.381 0.000 0.005 12.381 12.383 12.385 12.388
mu[521] 12.703 0.000 0.007 12.703 12.706 12.708 12.711
mu[522] 12.563 0.000 0.006 12.563 12.565 12.568 12.570
mu[523] 12.344 0.000 0.007 12.344 12.347 12.350 12.353
mu[524] 12.191 0.000 0.007 12.190 12.194 12.197 12.200
mu[525] 12.296 0.000 0.011 12.296 12.301 12.306 12.311
mu[526] 11.795 0.000 0.008 11.795 11.799 11.802 11.806
mu[527] 11.730 0.000 0.008 11.730 11.733 11.737 11.740
mu[528] 12.244 0.000 0.009 12.244 12.248 12.252 12.256
mu[529] 11.997 0.000 0.004 11.997 11.999 12.000 12.002
mu[530] 12.297 0.000 0.006 12.297 12.300 12.303 12.305
mu[531] 12.106 0.000 0.005 12.106 12.108 12.110 12.112
mu[532] 11.460 0.000 0.012 11.460 11.465 11.470 11.476
mu[533] 11.714 0.000 0.011 11.714 11.719 11.724 11.729
mu[534] 11.874 0.000 0.006 11.874 11.877 11.879 11.882
mu[535] 11.677 0.000 0.004 11.677 11.679 11.681 11.683
mu[536] 12.660 0.000 0.010 12.660 12.664 12.669 12.673
mu[537] 12.262 0.000 0.010 12.262 12.267 12.271 12.275
mu[538] 11.825 0.000 0.004 11.825 11.827 11.828 11.830
mu[539] 11.874 0.000 0.009 11.874 11.878 11.882 11.886
mu[540] 11.555 0.000 0.005 11.555 11.557 11.559 11.562
mu[541] 11.495 0.000 0.006 11.495 11.498 11.500 11.503
mu[542] 11.585 0.000 0.005 11.585 11.587 11.589 11.591
mu[543] 11.337 0.000 0.005 11.337 11.340 11.342 11.344
mu[544] 11.143 0.000 0.004 11.143 11.145 11.147 11.148
mu[545] 11.702 0.000 0.010 11.702 11.706 11.710 11.715
mu[546] 11.320 0.000 0.007 11.320 11.323 11.326 11.328
mu[547] 11.374 0.000 0.004 11.374 11.375 11.377 11.379
mu[548] 11.299 0.000 0.006 11.299 11.301 11.304 11.307
mu[549] 11.622 0.000 0.008 11.622 11.625 11.629 11.632
mu[550] 11.550 0.000 0.009 11.550 11.555 11.559 11.562
mu[551] 11.261 0.000 0.008 11.261 11.265 11.267 11.271
mu[552] 10.991 0.000 0.005 10.991 10.993 10.995 10.997
mu[553] 10.851 0.000 0.004 10.851 10.853 10.855 10.856
mu[554] 11.037 0.000 0.006 11.037 11.039 11.042 11.044
mu[555] 10.973 0.000 0.005 10.973 10.975 10.977 10.979
mu[556] 10.431 0.000 0.007 10.431 10.434 10.436 10.439
mu[557] 10.245 0.000 0.005 10.245 10.247 10.249 10.251
mu[558] 10.333 0.000 0.005 10.333 10.335 10.337 10.340
mu[559] 10.059 0.000 0.013 10.059 10.065 10.071 10.076
mu[560] 13.250 0.001 0.040 13.251 13.268 13.284 13.302
mu[561] 12.804 0.000 0.012 12.804 12.809 12.814 12.820
mu[562] 12.651 0.000 0.010 12.651 12.655 12.659 12.664
mu[563] 12.992 0.000 0.006 12.992 12.994 12.997 13.000
mu[564] 13.470 0.000 0.006 13.470 13.473 13.475 13.478
mu[565] 12.970 0.000 0.005 12.970 12.972 12.974 12.977
mu[566] 13.197 0.000 0.006 13.197 13.199 13.202 13.204
mu[567] 12.922 0.000 0.005 12.922 12.924 12.927 12.929
mu[568] 12.517 0.000 0.009 12.517 12.521 12.524 12.528
mu[569] 12.851 0.000 0.007 12.851 12.854 12.857 12.860
mu[570] 12.715 0.000 0.005 12.715 12.717 12.719 12.722
mu[571] 12.681 0.000 0.005 12.681 12.684 12.686 12.688
mu[572] 12.311 0.000 0.010 12.311 12.315 12.319 12.323
mu[573] 12.362 0.000 0.007 12.362 12.365 12.368 12.371
mu[574] 12.104 0.000 0.007 12.104 12.107 12.110 12.113
mu[575] 12.323 0.000 0.005 12.323 12.326 12.328 12.330
mu[576] 12.063 0.000 0.005 12.063 12.066 12.068 12.070
mu[577] 11.973 0.000 0.005 11.972 11.975 11.977 11.979
mu[578] 12.350 0.000 0.005 12.350 12.352 12.354 12.356
mu[579] 12.344 0.000 0.006 12.344 12.347 12.349 12.352
mu[580] 12.043 0.000 0.004 12.043 12.045 12.046 12.048
mu[581] 12.134 0.000 0.005 12.134 12.137 12.139 12.141
mu[582] 12.176 0.000 0.007 12.176 12.179 12.182 12.185
mu[583] 11.015 0.000 0.026 11.015 11.027 11.037 11.049
mu[584] 11.063 0.000 0.005 11.063 11.065 11.067 11.069
mu[585] 10.847 0.000 0.005 10.847 10.849 10.851 10.853
mu[586] 10.477 0.000 0.005 10.477 10.480 10.482 10.484
mu[587] 10.601 0.000 0.006 10.601 10.604 10.606 10.609
mu[588] 11.237 0.000 0.004 11.237 11.239 11.241 11.243
mu[589] 11.262 0.000 0.007 11.262 11.265 11.268 11.271
mu[590] 11.539 0.000 0.005 11.539 11.542 11.544 11.546
mu[591] 11.600 0.000 0.004 11.600 11.602 11.603 11.605
mu[592] 17.702 0.002 0.121 17.703 17.755 17.805 17.857
mu[593] 18.661 0.001 0.040 18.661 18.679 18.694 18.713
mu[594] 19.194 0.001 0.033 19.194 19.208 19.221 19.236
mu[595] 18.586 0.000 0.011 18.586 18.591 18.596 18.601
mu[596] 19.074 0.000 0.015 19.073 19.080 19.086 19.093
mu[597] 19.431 0.000 0.019 19.431 19.439 19.447 19.456
mu[598] 19.295 0.000 0.011 19.295 19.300 19.305 19.309
mu[599] 19.598 0.000 0.018 19.598 19.606 19.613 19.621
mu[600] 19.393 0.000 0.013 19.393 19.399 19.405 19.410
mu[601] 19.477 0.000 0.015 19.477 19.483 19.490 19.497
mu[602] 19.586 0.000 0.011 19.586 19.591 19.596 19.601
mu[603] 20.435 0.000 0.012 20.435 20.440 20.445 20.450
mu[604] 20.198 0.000 0.028 20.198 20.210 20.221 20.233
mu[605] 20.016 0.000 0.012 20.016 20.021 20.026 20.031
mu[606] 20.364 0.000 0.017 20.363 20.371 20.378 20.386
mu[607] 20.405 0.000 0.012 20.405 20.411 20.416 20.421
mu[608] 20.437 0.000 0.013 20.437 20.443 20.448 20.454
mu[609] 20.720 0.000 0.014 20.720 20.726 20.731 20.737
mu[610] 20.390 0.000 0.014 20.390 20.396 20.401 20.407
mu[611] 20.727 0.000 0.015 20.727 20.733 20.739 20.745
mu[612] 20.424 0.000 0.015 20.424 20.430 20.436 20.443
mu[613] 20.096 0.000 0.017 20.096 20.104 20.110 20.118
mu[614] 18.238 0.000 0.029 18.238 18.251 18.262 18.274
mu[615] 16.399 0.000 0.010 16.399 16.403 16.407 16.412
mu[616] 15.424 0.000 0.025 15.424 15.435 15.445 15.456
mu[617] 15.675 0.000 0.024 15.674 15.686 15.696 15.706
mu[618] 15.213 0.000 0.016 15.213 15.221 15.227 15.234
mu[619] 14.654 0.000 0.008 14.654 14.658 14.661 14.665
mu[620] 14.650 0.000 0.007 14.650 14.653 14.656 14.659
mu[621] 14.740 0.000 0.013 14.740 14.746 14.751 14.757
mu[622] 15.263 0.000 0.006 15.263 15.265 15.268 15.271
mu[623] 15.422 0.000 0.010 15.422 15.427 15.431 15.436
mu[624] 15.141 0.000 0.013 15.141 15.146 15.152 15.157
mu[625] 15.096 0.000 0.006 15.096 15.098 15.101 15.104
mu[626] 14.530 0.000 0.011 14.530 14.535 14.539 14.544
mu[627] 14.396 0.000 0.006 14.396 14.399 14.402 14.405
mu[628] 14.094 0.000 0.007 14.094 14.097 14.100 14.103
mu[629] 13.800 0.000 0.011 13.800 13.805 13.809 13.814
mu[630] 13.778 0.000 0.015 13.778 13.785 13.791 13.798
mu[631] 13.358 0.000 0.007 13.358 13.361 13.364 13.367
mu[632] 13.391 0.000 0.005 13.391 13.393 13.396 13.398
mu[633] 13.434 0.000 0.008 13.434 13.438 13.441 13.445
mu[634] 13.231 0.000 0.006 13.231 13.234 13.237 13.239
mu[635] 12.761 0.000 0.010 12.761 12.765 12.770 12.774
mu[636] 12.689 0.000 0.008 12.689 12.692 12.695 12.698
mu[637] 12.266 0.000 0.006 12.266 12.268 12.270 12.273
mu[638] 12.754 0.000 0.023 12.754 12.764 12.773 12.783
mu[639] 12.976 0.000 0.005 12.976 12.978 12.980 12.982
mu[640] 12.796 0.000 0.016 12.796 12.803 12.810 12.816
mu[641] 12.580 0.000 0.004 12.580 12.582 12.584 12.585
mu[642] 12.809 0.000 0.006 12.809 12.812 12.814 12.817
mu[643] 12.511 0.000 0.007 12.511 12.514 12.517 12.521
mu[644] 12.342 0.000 0.008 12.342 12.345 12.349 12.352
mu[645] 12.335 0.000 0.004 12.335 12.337 12.338 12.340
mu[646] 11.937 0.000 0.005 11.937 11.939 11.942 11.944
mu[647] 11.936 0.000 0.007 11.936 11.939 11.942 11.945
mu[648] 12.050 0.000 0.007 12.050 12.053 12.056 12.059
mu[649] 12.378 0.000 0.007 12.378 12.381 12.384 12.387
mu[650] 12.428 0.000 0.004 12.428 12.429 12.431 12.433
mu[651] 12.526 0.000 0.012 12.526 12.532 12.537 12.542
mu[652] 12.454 0.000 0.006 12.454 12.457 12.460 12.463
mu[653] 12.478 0.000 0.007 12.478 12.481 12.484 12.487
mu[654] 12.504 0.000 0.005 12.504 12.506 12.509 12.511
mu[655] 12.534 0.000 0.004 12.534 12.536 12.538 12.539
mu[656] 12.487 0.000 0.005 12.487 12.489 12.491 12.493
mu[657] 12.516 0.000 0.004 12.516 12.518 12.520 12.522
mu[658] 12.524 0.000 0.004 12.524 12.526 12.528 12.530
mu[659] 12.565 0.000 0.004 12.565 12.567 12.568 12.570
mu[660] 12.359 0.000 0.008 12.359 12.363 12.366 12.370
mu[661] 12.001 0.000 0.007 12.001 12.005 12.007 12.011
mu[662] 12.122 0.000 0.011 12.122 12.127 12.132 12.136
mu[663] 12.118 0.000 0.004 12.118 12.120 12.121 12.123
mu[664] 12.439 0.000 0.009 12.439 12.443 12.446 12.451
mu[665] 12.736 0.000 0.006 12.736 12.739 12.741 12.743
mu[666] 12.204 0.000 0.004 12.204 12.206 12.208 12.210
mu[667] 12.424 0.000 0.005 12.424 12.426 12.428 12.431
mu[668] 12.057 0.000 0.005 12.057 12.059 12.061 12.064
mu[669] 11.884 0.000 0.007 11.884 11.887 11.890 11.894
mu[670] 12.080 0.000 0.005 12.079 12.082 12.084 12.086
mu[671] 12.378 0.000 0.005 12.378 12.380 12.383 12.385
mu[672] 12.140 0.000 0.004 12.140 12.142 12.144 12.145
mu[673] 11.861 0.000 0.005 11.861 11.863 11.865 11.868
mu[674] 11.917 0.000 0.007 11.917 11.920 11.923 11.926
mu[675] 11.780 0.000 0.005 11.780 11.782 11.784 11.787
mu[676] 11.906 0.000 0.004 11.906 11.908 11.910 11.912
mu[677] 12.063 0.000 0.006 12.062 12.065 12.068 12.070
mu[678] 11.535 0.000 0.005 11.535 11.537 11.539 11.542
mu[679] 11.517 0.000 0.004 11.517 11.519 11.521 11.523
mu[680] 11.105 0.000 0.005 11.105 11.107 11.109 11.112
mu[681] 10.905 0.000 0.004 10.905 10.907 10.909 10.911
mu[682] 11.243 0.000 0.004 11.242 11.244 11.246 11.248
mu[683] 11.507 0.000 0.004 11.507 11.508 11.510 11.512
mu[684] 11.250 0.000 0.011 11.250 11.254 11.259 11.263
mu[685] 11.029 0.000 0.004 11.029 11.031 11.033 11.035
mu[686] 10.880 0.000 0.004 10.880 10.881 10.883 10.885
mu[687] 10.613 0.000 0.006 10.613 10.615 10.618 10.620
mu[688] 10.960 0.000 0.005 10.960 10.963 10.965 10.967
mu[689] 10.770 0.000 0.005 10.770 10.772 10.774 10.776
mu[690] 10.906 0.000 0.010 10.906 10.911 10.915 10.919
mu[691] 10.899 0.000 0.008 10.899 10.903 10.906 10.910
mu[692] 11.003 0.000 0.005 11.003 11.005 11.007 11.009
mu[693] 10.680 0.000 0.006 10.680 10.683 10.685 10.688
mu[694] 10.665 0.000 0.005 10.665 10.668 10.670 10.672
mu[695] 10.599 0.000 0.005 10.599 10.601 10.603 10.605
mu[696] 10.467 0.000 0.004 10.467 10.469 10.470 10.472
mu[697] 10.326 0.000 0.005 10.326 10.328 10.330 10.333
mu[698] 10.159 0.000 0.006 10.159 10.161 10.163 10.166
mu[699] 10.440 0.000 0.018 10.440 10.448 10.455 10.462
mu[700] 11.139 0.000 0.004 11.139 11.141 11.143 11.145
mu[701] 11.030 0.000 0.004 11.030 11.032 11.034 11.036
mu[702] 10.866 0.000 0.005 10.866 10.868 10.870 10.873
mu[703] 10.934 0.000 0.005 10.934 10.936 10.938 10.941
mu[704] 10.880 0.000 0.005 10.880 10.882 10.884 10.886
mu[705] 10.856 0.000 0.005 10.856 10.858 10.860 10.862
mu[706] 10.753 0.000 0.005 10.753 10.755 10.758 10.760
mu[707] 10.976 0.000 0.006 10.976 10.978 10.981 10.983
mu[708] 10.905 0.000 0.005 10.905 10.907 10.909 10.912
mu[709] 10.746 0.000 0.005 10.746 10.748 10.750 10.753
mu[710] 10.762 0.000 0.006 10.762 10.765 10.767 10.770
mu[711] 10.598 0.000 0.008 10.598 10.601 10.604 10.608
mu[712] 10.456 0.000 0.005 10.456 10.458 10.460 10.463
mu[713] 10.248 0.000 0.006 10.248 10.251 10.253 10.256
mu[714] 10.138 0.000 0.004 10.138 10.140 10.142 10.144
mu[715] 10.017 0.000 0.005 10.018 10.020 10.022 10.024
mu[716] 10.105 0.000 0.004 10.105 10.107 10.109 10.111
mu[717] 9.800 0.000 0.006 9.800 9.802 9.805 9.807
mu[718] 9.681 0.000 0.005 9.681 9.683 9.685 9.688
mu[719] 10.043 0.000 0.007 10.043 10.046 10.049 10.052
mu[720] 10.092 0.000 0.008 10.092 10.095 10.098 10.102
mu[721] 10.473 0.000 0.009 10.473 10.477 10.481 10.485
mu[722] 9.759 0.000 0.011 9.759 9.764 9.769 9.774
mu[723] 10.154 0.000 0.004 10.154 10.156 10.158 10.160
mu[724] 10.471 0.000 0.004 10.471 10.473 10.475 10.477
mu[725] 10.552 0.000 0.008 10.552 10.555 10.558 10.562
mu[726] 10.662 0.000 0.009 10.662 10.666 10.670 10.674
mu[727] 10.353 0.000 0.006 10.353 10.356 10.358 10.361
mu[728] 10.433 0.000 0.005 10.433 10.435 10.437 10.439
mu[729] 10.433 0.000 0.005 10.433 10.436 10.438 10.440
mu[730] 10.621 0.000 0.006 10.621 10.624 10.626 10.629
mu[731] 10.602 0.000 0.005 10.602 10.604 10.607 10.609
mu[732] 10.653 0.000 0.008 10.653 10.657 10.659 10.663
mu[733] 10.494 0.000 0.006 10.494 10.496 10.499 10.501
mu[734] 11.305 0.000 0.014 11.305 11.311 11.317 11.323
mu[735] 11.620 0.000 0.005 11.620 11.622 11.624 11.626
mu[736] 11.332 0.000 0.004 11.332 11.334 11.335 11.337
mu[737] 11.375 0.000 0.008 11.375 11.379 11.382 11.386
mu[738] 11.482 0.000 0.004 11.482 11.484 11.486 11.488
mu[739] 11.386 0.000 0.006 11.386 11.388 11.391 11.393
mu[740] 11.727 0.000 0.006 11.727 11.730 11.732 11.735
mu[741] 11.612 0.000 0.008 11.612 11.616 11.619 11.622
mu[742] 11.750 0.000 0.006 11.751 11.753 11.756 11.758
mu[743] 11.768 0.000 0.004 11.768 11.770 11.772 11.774
mu[744] 11.561 0.000 0.008 11.561 11.565 11.568 11.572
mu[745] 11.643 0.000 0.006 11.643 11.646 11.648 11.651
mu[746] 11.344 0.000 0.006 11.344 11.347 11.349 11.352
mu[747] 10.937 0.000 0.006 10.938 10.940 10.943 10.946
mu[748] 11.061 0.000 0.006 11.061 11.063 11.065 11.068
mu[749] 11.205 0.000 0.004 11.205 11.207 11.209 11.210
mu[750] 11.248 0.000 0.004 11.248 11.250 11.252 11.254
mu[751] 10.852 0.000 0.005 10.852 10.854 10.856 10.858
mu[752] 10.764 0.000 0.004 10.765 10.767 10.768 10.770
mu[753] 10.989 0.000 0.005 10.989 10.991 10.993 10.995
mu[754] 11.286 0.000 0.012 11.286 11.292 11.296 11.301
mu[755] 11.551 0.000 0.005 11.551 11.553 11.555 11.557
mu[756] 11.214 0.000 0.006 11.214 11.216 11.219 11.222
mu[757] 10.614 0.000 0.006 10.614 10.617 10.619 10.621
mu[758] 10.487 0.000 0.006 10.487 10.490 10.492 10.495
mu[759] 10.718 0.000 0.005 10.718 10.720 10.722 10.725
mu[760] 10.441 0.000 0.006 10.441 10.443 10.446 10.448
mu[761] 10.571 0.000 0.005 10.571 10.573 10.575 10.577
mu[762] 10.987 0.000 0.010 10.987 10.992 10.997 11.001
mu[763] 10.503 0.000 0.006 10.503 10.506 10.508 10.511
mu[764] 10.448 0.000 0.004 10.448 10.450 10.452 10.454
mu[765] 10.203 0.000 0.006 10.203 10.205 10.208 10.210
mu[766] 10.326 0.000 0.006 10.326 10.328 10.331 10.333
mu[767] 10.123 0.000 0.009 10.123 10.126 10.130 10.134
mu[768] 10.300 0.000 0.004 10.300 10.302 10.304 10.306
mu[769] 10.267 0.000 0.004 10.267 10.269 10.271 10.273
mu[770] 10.093 0.000 0.005 10.093 10.095 10.097 10.099
mu[771] 10.254 0.000 0.006 10.254 10.257 10.260 10.262
mu[772] 10.221 0.000 0.005 10.221 10.223 10.225 10.227
mu[773] 10.212 0.000 0.005 10.212 10.214 10.216 10.218
mu[774] 10.811 0.000 0.006 10.811 10.814 10.817 10.819
mu[775] 10.622 0.000 0.006 10.622 10.625 10.627 10.630
mu[776] 10.299 0.000 0.006 10.299 10.301 10.304 10.306
mu[777] 10.176 0.000 0.007 10.176 10.179 10.182 10.186
mu[778] 9.874 0.000 0.005 9.874 9.876 9.878 9.880
mu[779] 10.391 0.000 0.009 10.391 10.395 10.399 10.403
mu[780] 10.281 0.000 0.008 10.281 10.284 10.287 10.290
mu[781] 10.005 0.000 0.005 10.005 10.007 10.009 10.012
mu[782] 10.140 0.000 0.004 10.140 10.142 10.144 10.146
mu[783] 9.921 0.000 0.007 9.921 9.924 9.926 9.930
mu[784] 9.900 0.000 0.006 9.900 9.902 9.905 9.907
mu[785] 9.657 0.000 0.005 9.657 9.660 9.662 9.664
mu[786] 9.618 0.000 0.007 9.618 9.621 9.624 9.627
mu[787] 9.558 0.000 0.006 9.558 9.561 9.563 9.566
mu[788] 10.010 0.000 0.008 10.010 10.013 10.016 10.020
mu[789] 10.480 0.000 0.005 10.480 10.482 10.484 10.486
mu[790] 10.300 0.000 0.005 10.300 10.302 10.304 10.306
mu[791] 10.047 0.000 0.006 10.047 10.049 10.052 10.055
mu[792] 10.101 0.000 0.005 10.101 10.104 10.106 10.108
mu[793] 10.020 0.000 0.006 10.020 10.023 10.025 10.028
mu[794] 10.586 0.000 0.006 10.586 10.588 10.591 10.593
mu[795] 10.464 0.000 0.007 10.464 10.467 10.470 10.473
mu[796] 10.173 0.000 0.007 10.173 10.176 10.178 10.181
mu[797] 10.040 0.000 0.008 10.040 10.043 10.046 10.050
mu[798] 10.338 0.000 0.010 10.338 10.342 10.346 10.350
mu[799] 10.450 0.000 0.007 10.451 10.453 10.456 10.459
mu[800] 10.343 0.000 0.005 10.343 10.345 10.347 10.349
mu[801] 10.358 0.000 0.004 10.358 10.360 10.361 10.363
mu[802] 9.884 0.000 0.005 9.883 9.886 9.888 9.891
mu[803] 9.940 0.000 0.006 9.940 9.943 9.945 9.948
mu[804] 10.364 0.000 0.005 10.364 10.367 10.369 10.371
mu[805] 10.210 0.000 0.005 10.210 10.213 10.215 10.217
mu[806] 10.256 0.000 0.008 10.256 10.259 10.262 10.266
mu[807] 10.321 0.000 0.005 10.321 10.323 10.325 10.327
mu[808] 10.256 0.000 0.004 10.256 10.258 10.260 10.262
mu[809] 10.216 0.000 0.006 10.216 10.219 10.221 10.224
mu[810] 10.591 0.000 0.006 10.591 10.593 10.595 10.598
mu[811] 10.015 0.000 0.007 10.015 10.018 10.021 10.025
mu[812] 9.550 0.000 0.005 9.550 9.552 9.554 9.556
mu[813] 9.822 0.000 0.006 9.822 9.825 9.827 9.830
mu[814] 10.147 0.000 0.006 10.146 10.149 10.152 10.155
mu[815] 9.865 0.000 0.006 9.865 9.868 9.870 9.872
mu[816] 10.124 0.000 0.005 10.124 10.127 10.129 10.131
mu[817] 9.661 0.000 0.010 9.661 9.665 9.669 9.673
mu[818] 9.606 0.000 0.005 9.606 9.608 9.610 9.613
mu[819] 9.635 0.000 0.005 9.635 9.637 9.639 9.641
mu[820] 9.464 0.000 0.005 9.464 9.466 9.469 9.471
mu[821] 9.416 0.000 0.009 9.417 9.420 9.424 9.428
mu[822] 9.669 0.000 0.005 9.669 9.671 9.673 9.676
mu[823] 9.615 0.000 0.005 9.615 9.617 9.620 9.622
mu[824] 9.466 0.000 0.006 9.466 9.468 9.471 9.473
mu[825] 9.253 0.000 0.005 9.253 9.255 9.257 9.260
mu[826] 9.736 0.000 0.005 9.736 9.738 9.740 9.742
mu[827] 9.780 0.000 0.006 9.780 9.782 9.785 9.787
mu[828] 9.520 0.000 0.005 9.520 9.522 9.524 9.526
mu[829] 9.491 0.000 0.005 9.491 9.493 9.496 9.498
mu[830] 9.668 0.000 0.005 9.668 9.670 9.672 9.675
mu[831] 9.654 0.000 0.005 9.654 9.656 9.658 9.660
mu[832] 9.888 0.000 0.008 9.888 9.892 9.895 9.898
mu[833] 9.855 0.000 0.005 9.854 9.857 9.858 9.860
mu[834] 9.998 0.000 0.005 9.998 10.000 10.002 10.004
mu[835] 10.104 0.000 0.008 10.103 10.107 10.110 10.113
mu[836] 10.120 0.000 0.005 10.120 10.122 10.124 10.126
mu[837] 10.177 0.000 0.008 10.177 10.180 10.183 10.187
mu[838] 10.062 0.000 0.004 10.062 10.064 10.065 10.067
mu[839] 9.843 0.000 0.005 9.843 9.845 9.847 9.849
mu[840] 9.827 0.000 0.006 9.827 9.830 9.832 9.835
mu[841] 10.115 0.000 0.011 10.115 10.120 10.124 10.129
mu[842] 11.548 0.000 0.012 11.548 11.554 11.559 11.564
mu[843] 11.210 0.000 0.010 11.210 11.214 11.218 11.223
mu[844] 11.430 0.000 0.008 11.430 11.433 11.436 11.440
mu[845] 11.343 0.000 0.008 11.343 11.347 11.351 11.354
mu[846] 11.570 0.000 0.006 11.570 11.573 11.575 11.578
mu[847] 11.931 0.000 0.010 11.931 11.936 11.940 11.944
mu[848] 11.929 0.000 0.004 11.929 11.931 11.933 11.935
mu[849] 11.742 0.000 0.004 11.742 11.744 11.746 11.747
mu[850] 11.916 0.000 0.005 11.916 11.918 11.920 11.923
mu[851] 11.992 0.000 0.008 11.992 11.995 11.998 12.002
mu[852] 12.125 0.000 0.007 12.125 12.128 12.131 12.134
mu[853] 11.999 0.000 0.004 11.999 12.001 12.003 12.004
mu[854] 12.105 0.000 0.004 12.105 12.107 12.109 12.111
mu[855] 12.013 0.000 0.004 12.013 12.015 12.017 12.018
mu[856] 12.048 0.000 0.006 12.048 12.050 12.053 12.055
mu[857] 12.032 0.000 0.007 12.032 12.035 12.038 12.041
mu[858] 12.517 0.000 0.010 12.517 12.521 12.525 12.529
mu[859] 11.991 0.000 0.009 11.991 11.995 11.998 12.002
mu[860] 12.046 0.000 0.005 12.046 12.048 12.051 12.053
mu[861] 12.012 0.000 0.005 12.012 12.015 12.017 12.019
mu[862] 12.272 0.000 0.007 12.272 12.275 12.278 12.281
mu[863] 12.290 0.000 0.006 12.290 12.292 12.295 12.297
mu[864] 12.192 0.000 0.005 12.192 12.194 12.196 12.198
mu[865] 11.610 0.000 0.011 11.610 11.614 11.619 11.623
mu[866] 11.882 0.000 0.006 11.882 11.885 11.887 11.890
mu[867] 12.160 0.000 0.007 12.160 12.164 12.167 12.170
mu[868] 12.093 0.000 0.008 12.093 12.096 12.099 12.103
mu[869] 11.738 0.000 0.005 11.738 11.740 11.742 11.745
mu[870] 11.807 0.000 0.006 11.807 11.810 11.813 11.815
mu[871] 12.588 0.000 0.006 12.588 12.591 12.593 12.596
mu[872] 12.604 0.000 0.005 12.604 12.606 12.608 12.610
mu[873] 12.567 0.000 0.004 12.567 12.569 12.570 12.572
mu[874] 12.727 0.000 0.005 12.727 12.729 12.731 12.733
mu[875] 12.488 0.000 0.004 12.488 12.490 12.491 12.493
mu[876] 12.450 0.000 0.005 12.450 12.453 12.455 12.457
mu[877] 12.345 0.000 0.004 12.345 12.347 12.349 12.350
mu[878] 12.387 0.000 0.004 12.387 12.389 12.390 12.392
mu[879] 12.357 0.000 0.005 12.357 12.359 12.361 12.363
mu[880] 12.163 0.000 0.004 12.163 12.165 12.166 12.168
mu[881] 11.873 0.000 0.005 11.873 11.876 11.878 11.880
mu[882] 12.003 0.000 0.005 12.003 12.006 12.008 12.010
mu[883] 11.841 0.000 0.005 11.841 11.843 11.844 11.846
mu[884] 11.872 0.000 0.004 11.872 11.874 11.876 11.878
mu[885] 11.815 0.000 0.009 11.815 11.819 11.822 11.827
mu[886] 11.900 0.000 0.005 11.900 11.902 11.904 11.906
mu[887] 11.760 0.000 0.004 11.760 11.762 11.764 11.766
mu[888] 12.009 0.000 0.005 12.009 12.011 12.013 12.015
mu[889] 11.730 0.000 0.004 11.730 11.732 11.734 11.736
mu[890] 11.445 0.000 0.008 11.445 11.448 11.452 11.455
mu[891] 11.507 0.000 0.006 11.507 11.510 11.512 11.515
mu[892] 11.281 0.000 0.005 11.281 11.283 11.285 11.287
mu[893] 11.000 0.000 0.008 11.000 11.004 11.007 11.011
mu[894] 10.416 0.000 0.006 10.416 10.419 10.421 10.424
mu[895] 10.108 0.000 0.004 10.108 10.110 10.111 10.113
mu[896] 9.889 0.000 0.006 9.889 9.892 9.894 9.897
mu[897] 9.929 0.000 0.005 9.929 9.931 9.934 9.936
mu[898] 9.635 0.000 0.007 9.635 9.638 9.640 9.643
mu[899] 9.786 0.000 0.005 9.786 9.788 9.790 9.792
mu[900] 9.748 0.000 0.006 9.749 9.751 9.754 9.756
mu[901] 9.649 0.000 0.007 9.649 9.652 9.655 9.658
mu[902] 9.723 0.000 0.006 9.723 9.726 9.728 9.731
mu[903] 9.855 0.000 0.006 9.855 9.858 9.860 9.863
mu[904] 9.832 0.000 0.005 9.832 9.834 9.836 9.838
mu[905] 9.711 0.000 0.006 9.711 9.714 9.716 9.719
mu[906] 9.990 0.000 0.007 9.990 9.994 9.997 10.000
mu[907] 9.616 0.000 0.006 9.616 9.618 9.621 9.623
mu[908] 9.580 0.000 0.006 9.580 9.582 9.585 9.588
mu[909] 9.336 0.000 0.007 9.336 9.339 9.342 9.345
mu[910] 9.344 0.000 0.006 9.344 9.347 9.349 9.351
mu[911] 9.314 0.000 0.005 9.314 9.317 9.319 9.321
mu[912] 9.768 0.000 0.007 9.768 9.771 9.774 9.777
mu[913] 9.542 0.000 0.006 9.542 9.544 9.546 9.549
mu[914] 9.255 0.000 0.009 9.255 9.259 9.262 9.266
mu[915] 9.698 0.000 0.006 9.698 9.701 9.704 9.706
mu[916] 9.555 0.000 0.006 9.555 9.558 9.560 9.563
mu[917] 9.503 0.000 0.005 9.503 9.505 9.507 9.509
mu[918] 9.375 0.000 0.005 9.374 9.377 9.379 9.381
mu[919] 9.375 0.000 0.005 9.375 9.377 9.380 9.382
mu[920] 9.032 0.000 0.007 9.033 9.036 9.038 9.041
mu[921] 9.187 0.000 0.006 9.187 9.190 9.192 9.195
mu[922] 8.984 0.000 0.006 8.984 8.986 8.989 8.991
mu[923] 9.013 0.000 0.008 9.013 9.016 9.019 9.023
mu[924] 9.284 0.000 0.007 9.284 9.287 9.290 9.293
mu[925] 9.268 0.000 0.006 9.268 9.271 9.273 9.275
mu[926] 9.228 0.000 0.005 9.228 9.230 9.232 9.234
mu[927] 9.267 0.000 0.006 9.267 9.270 9.273 9.275
mu[928] 9.556 0.000 0.005 9.556 9.558 9.560 9.562
mu[929] 9.290 0.000 0.006 9.290 9.293 9.295 9.298
mu[930] 9.850 0.000 0.012 9.851 9.856 9.860 9.865
mu[931] 9.897 0.000 0.005 9.897 9.899 9.901 9.904
mu[932] 9.759 0.000 0.006 9.759 9.761 9.764 9.766
mu[933] 9.566 0.000 0.005 9.566 9.568 9.570 9.573
mu[934] 9.420 0.000 0.006 9.420 9.423 9.425 9.428
mu[935] 9.417 0.000 0.006 9.417 9.420 9.422 9.425
mu[936] 9.730 0.000 0.010 9.731 9.735 9.739 9.743
mu[937] 9.887 0.000 0.006 9.887 9.890 9.892 9.895
mu[938] 9.544 0.000 0.005 9.544 9.546 9.548 9.550
mu[939] 9.541 0.000 0.007 9.541 9.543 9.546 9.549
mu[940] 9.391 0.000 0.006 9.391 9.393 9.396 9.399
mu[941] 9.374 0.000 0.005 9.374 9.377 9.379 9.381
mu[942] 9.355 0.000 0.005 9.355 9.357 9.359 9.361
mu[943] 9.541 0.000 0.007 9.541 9.544 9.547 9.550
mu[944] 9.196 0.000 0.006 9.196 9.198 9.200 9.203
mu[945] 9.199 0.000 0.009 9.199 9.203 9.206 9.210
mu[946] 9.208 0.000 0.006 9.208 9.210 9.213 9.216
mu[947] 8.826 0.000 0.007 8.826 8.829 8.832 8.835
mu[948] 8.777 0.000 0.005 8.777 8.780 8.782 8.784
mu[949] 8.458 0.000 0.008 8.458 8.462 8.465 8.469
mu[950] 8.271 0.000 0.006 8.271 8.273 8.276 8.278
mu[951] 8.134 0.000 0.009 8.134 8.138 8.141 8.145
mu[952] 8.478 0.000 0.009 8.478 8.482 8.485 8.489
mu[953] 8.169 0.000 0.015 8.169 8.176 8.182 8.189
mu[954] 8.445 0.000 0.008 8.445 8.449 8.452 8.456
mu[955] 8.492 0.000 0.007 8.492 8.495 8.498 8.501
mu[956] 8.440 0.000 0.010 8.440 8.444 8.448 8.452
mu[957] 8.385 0.000 0.007 8.385 8.387 8.390 8.393
mu[958] 8.365 0.000 0.007 8.365 8.368 8.371 8.374
mu[959] 8.214 0.000 0.006 8.213 8.216 8.219 8.222
mu[960] 8.556 0.000 0.006 8.556 8.559 8.562 8.564
mu[961] 8.997 0.000 0.008 8.997 9.001 9.004 9.008
mu[962] 8.688 0.000 0.006 8.688 8.691 8.693 8.696
mu[963] 8.738 0.000 0.007 8.738 8.741 8.744 8.747
mu[964] 8.614 0.000 0.006 8.614 8.616 8.619 8.621
mu[965] 9.142 0.000 0.008 9.142 9.145 9.149 9.152
mu[966] 9.176 0.000 0.005 9.176 9.178 9.180 9.182
mu[967] 9.308 0.000 0.006 9.308 9.311 9.313 9.316
mu[968] 9.296 0.000 0.006 9.296 9.299 9.301 9.304
mu[969] 9.359 0.000 0.005 9.359 9.362 9.364 9.366
mu[970] 9.515 0.000 0.006 9.515 9.517 9.519 9.522
mu[971] 9.987 0.000 0.007 9.987 9.991 9.994 9.997
mu[972] 10.047 0.000 0.005 10.046 10.049 10.051 10.053
mu[973] 10.383 0.000 0.005 10.383 10.385 10.387 10.389
mu[974] 10.458 0.000 0.008 10.458 10.462 10.465 10.468
mu[975] 10.516 0.000 0.004 10.516 10.518 10.520 10.521
mu[976] 10.463 0.000 0.010 10.463 10.468 10.472 10.476
mu[977] 10.438 0.000 0.005 10.438 10.441 10.443 10.445
mu[978] 10.393 0.000 0.005 10.393 10.395 10.397 10.399
mu[979] 11.041 0.000 0.009 11.041 11.045 11.049 11.053
mu[980] 11.043 0.000 0.004 11.043 11.045 11.047 11.049
mu[981] 11.076 0.000 0.005 11.076 11.078 11.080 11.083
mu[982] 11.378 0.000 0.009 11.378 11.382 11.385 11.389
mu[983] 11.539 0.000 0.004 11.539 11.541 11.542 11.544
mu[984] 11.501 0.000 0.004 11.501 11.503 11.505 11.507
mu[985] 11.765 0.000 0.006 11.765 11.767 11.770 11.773
mu[986] 11.702 0.000 0.004 11.702 11.704 11.706 11.708
mu[987] 11.666 0.000 0.004 11.666 11.668 11.670 11.672
mu[988] 11.632 0.000 0.007 11.633 11.636 11.638 11.641
mu[989] 12.166 0.000 0.011 12.166 12.171 12.175 12.180
mu[990] 12.805 0.000 0.007 12.805 12.809 12.812 12.815
mu[991] 12.833 0.000 0.009 12.833 12.837 12.841 12.845
mu[992] 12.721 0.000 0.004 12.721 12.723 12.725 12.727
mu[993] 12.616 0.000 0.005 12.616 12.618 12.620 12.622
mu[994] 12.653 0.000 0.005 12.653 12.655 12.658 12.660
mu[995] 12.596 0.000 0.005 12.595 12.598 12.600 12.602
mu[996] 12.361 0.000 0.006 12.361 12.364 12.367 12.369
mu[997] 12.420 0.000 0.005 12.420 12.422 12.424 12.426
mu[998] 12.146 0.000 0.004 12.146 12.148 12.149 12.151
mu[999] 12.105 0.000 0.006 12.105 12.107 12.110 12.112
mu[1000] 12.277 0.000 0.005 12.277 12.279 12.281 12.283
mu[1001] 12.250 0.000 0.007 12.250 12.253 12.256 12.258
mu[1002] 11.833 0.000 0.006 11.833 11.835 11.838 11.840
mu[1003] 12.251 0.000 0.007 12.251 12.254 12.257 12.260
mu[1004] 12.023 0.000 0.004 12.023 12.025 12.026 12.028
mu[1005] 11.732 0.000 0.005 11.732 11.734 11.736 11.739
mu[1006] 11.729 0.000 0.008 11.729 11.733 11.736 11.740
mu[1007] 11.924 0.000 0.008 11.924 11.927 11.931 11.934
mu[1008] 11.612 0.000 0.010 11.611 11.616 11.620 11.624
mu[1009] 11.568 0.000 0.004 11.568 11.570 11.572 11.574
mu[1010] 11.466 0.000 0.004 11.466 11.468 11.469 11.471
mu[1011] 11.292 0.000 0.004 11.292 11.293 11.295 11.297
mu[1012] 10.552 0.000 0.020 10.552 10.561 10.569 10.578
mu[1013] 10.387 0.000 0.004 10.387 10.389 10.390 10.392
mu[1014] 10.429 0.000 0.005 10.429 10.431 10.433 10.435
mu[1015] 10.351 0.000 0.004 10.351 10.353 10.355 10.357
mu[1016] 10.269 0.000 0.005 10.269 10.271 10.274 10.276
mu[1017] 10.201 0.000 0.005 10.201 10.203 10.205 10.207
mu[1018] 10.274 0.000 0.012 10.274 10.279 10.284 10.290
mu[1019] 10.536 0.000 0.016 10.536 10.543 10.550 10.556
mu[1020] 10.788 0.000 0.007 10.788 10.791 10.794 10.797
mu[1021] 11.094 0.000 0.005 11.094 11.096 11.098 11.101
mu[1022] 11.074 0.000 0.005 11.074 11.077 11.078 11.081
mu[1023] 10.725 0.000 0.005 10.725 10.727 10.729 10.731
mu[1024] 10.795 0.000 0.005 10.795 10.797 10.799 10.801
mu[1025] 11.306 0.000 0.006 11.306 11.308 11.311 11.313
mu[1026] 10.700 0.000 0.012 10.700 10.706 10.711 10.716
mu[1027] 10.703 0.000 0.005 10.703 10.706 10.707 10.710
mu[1028] 10.523 0.000 0.007 10.523 10.526 10.529 10.532
mu[1029] 10.671 0.000 0.008 10.671 10.674 10.677 10.681
mu[1030] 10.573 0.000 0.007 10.573 10.576 10.579 10.582
mu[1031] 10.482 0.000 0.005 10.482 10.484 10.486 10.488
mu[1032] 10.577 0.000 0.005 10.577 10.579 10.581 10.583
mu[1033] 10.698 0.000 0.007 10.698 10.701 10.704 10.707
mu[1034] 10.771 0.000 0.004 10.771 10.773 10.774 10.776
mu[1035] 10.719 0.000 0.005 10.719 10.721 10.724 10.726
mu[1036] 10.652 0.000 0.004 10.652 10.654 10.656 10.658
mu[1037] 10.861 0.000 0.005 10.861 10.863 10.865 10.867
mu[1038] 11.290 0.000 0.009 11.290 11.294 11.298 11.302
mu[1039] 11.468 0.000 0.005 11.467 11.470 11.472 11.474
mu[1040] 11.454 0.000 0.005 11.454 11.456 11.458 11.461
mu[1041] 11.321 0.000 0.005 11.321 11.323 11.325 11.327
mu[1042] 10.928 0.000 0.006 10.928 10.931 10.933 10.936
mu[1043] 10.887 0.000 0.004 10.887 10.889 10.891 10.893
mu[1044] 10.736 0.000 0.006 10.736 10.739 10.741 10.744
mu[1045] 10.969 0.000 0.010 10.969 10.974 10.978 10.982
mu[1046] 10.808 0.000 0.004 10.808 10.810 10.812 10.814
mu[1047] 10.693 0.000 0.007 10.693 10.696 10.699 10.702
mu[1048] 10.674 0.000 0.005 10.674 10.676 10.678 10.680
mu[1049] 10.589 0.000 0.005 10.589 10.591 10.593 10.595
mu[1050] 10.586 0.000 0.005 10.586 10.588 10.590 10.592
mu[1051] 10.805 0.000 0.005 10.805 10.807 10.810 10.812
mu[1052] 10.576 0.000 0.005 10.576 10.578 10.580 10.582
mu[1053] 10.225 0.000 0.005 10.225 10.227 10.229 10.232
mu[1054] 10.162 0.000 0.007 10.162 10.165 10.167 10.170
mu[1055] 10.127 0.000 0.005 10.127 10.129 10.131 10.133
mu[1056] 9.869 0.000 0.008 9.869 9.873 9.876 9.879
mu[1057] 10.072 0.000 0.007 10.072 10.075 10.078 10.081
mu[1058] 10.049 0.000 0.005 10.049 10.052 10.054 10.056
mu[1059] 9.731 0.000 0.005 9.731 9.733 9.735 9.737
mu[1060] 9.406 0.000 0.007 9.406 9.409 9.412 9.415
mu[1061] 8.775 0.000 0.007 8.775 8.778 8.781 8.783
mu[1062] 8.617 0.000 0.008 8.617 8.621 8.624 8.627
mu[1063] 8.896 0.000 0.006 8.896 8.899 8.901 8.903
mu[1064] 9.218 0.000 0.009 9.218 9.222 9.225 9.229
mu[1065] 9.184 0.000 0.005 9.184 9.186 9.188 9.191
mu[1066] 8.733 0.000 0.006 8.733 8.736 8.738 8.741
mu[1067] 8.710 0.000 0.005 8.710 8.712 8.715 8.717
mu[1068] 9.454 0.000 0.016 9.453 9.461 9.467 9.474
mu[1069] 9.440 0.000 0.005 9.440 9.443 9.445 9.447
mu[1070] 9.528 0.000 0.006 9.528 9.531 9.534 9.536
mu[1071] 9.421 0.000 0.006 9.421 9.424 9.427 9.429
mu[1072] 8.967 0.000 0.007 8.968 8.971 8.973 8.976
mu[1073] 8.782 0.000 0.005 8.782 8.784 8.786 8.789
mu[1074] 8.965 0.000 0.006 8.965 8.968 8.970 8.973
mu[1075] 9.087 0.000 0.008 9.087 9.090 9.093 9.097
mu[1076] 9.467 0.000 0.008 9.467 9.471 9.474 9.477
mu[1077] 9.327 0.000 0.006 9.327 9.329 9.331 9.334
mu[1078] 9.060 0.000 0.006 9.060 9.062 9.065 9.067
mu[1079] 8.978 0.000 0.007 8.978 8.982 8.984 8.987
mu[1080] 8.638 0.000 0.007 8.638 8.641 8.644 8.647
mu[1081] 8.881 0.000 0.005 8.881 8.883 8.885 8.887
mu[1082] 8.872 0.000 0.005 8.872 8.875 8.877 8.879
mu[1083] 9.104 0.000 0.009 9.104 9.108 9.112 9.116
mu[1084] 9.113 0.000 0.006 9.113 9.116 9.118 9.120
mu[1085] 8.928 0.000 0.006 8.928 8.930 8.933 8.935
mu[1086] 8.850 0.000 0.007 8.850 8.853 8.856 8.860
mu[1087] 8.679 0.000 0.006 8.679 8.682 8.684 8.687
mu[1088] 8.561 0.000 0.007 8.561 8.564 8.567 8.570
mu[1089] 8.682 0.000 0.007 8.682 8.686 8.689 8.692
mu[1090] 8.473 0.000 0.006 8.473 8.476 8.478 8.481
mu[1091] 8.057 0.000 0.011 8.057 8.062 8.066 8.071
mu[1092] 7.777 0.000 0.009 7.777 7.781 7.785 7.788
mu[1093] 7.853 0.000 0.007 7.853 7.856 7.859 7.862
mu[1094] 7.791 0.000 0.006 7.791 7.794 7.796 7.799
mu[1095] 8.855 0.000 0.012 8.855 8.861 8.866 8.871
mu[1096] 8.996 0.000 0.007 8.996 8.999 9.002 9.005
mu[1097] 9.036 0.000 0.025 9.036 9.048 9.057 9.069
mu[1098] 8.897 0.000 0.006 8.897 8.899 8.902 8.905
mu[1099] 8.876 0.000 0.006 8.876 8.878 8.881 8.883
mu[1100] 8.763 0.000 0.007 8.763 8.766 8.769 8.772
mu[1101] 8.809 0.000 0.006 8.809 8.811 8.814 8.816
mu[1102] 8.760 0.000 0.008 8.760 8.764 8.768 8.771
mu[1103] 8.554 0.000 0.006 8.554 8.557 8.559 8.562
mu[1104] 8.566 0.000 0.008 8.566 8.570 8.573 8.576
mu[1105] 8.591 0.000 0.007 8.591 8.594 8.597 8.600
mu[1106] 8.405 0.000 0.006 8.405 8.408 8.410 8.413
mu[1107] 8.561 0.000 0.008 8.561 8.565 8.568 8.571
mu[1108] 8.394 0.000 0.006 8.394 8.397 8.399 8.402
mu[1109] 8.619 0.000 0.006 8.619 8.621 8.623 8.626
mu[1110] 9.000 0.000 0.006 9.000 9.002 9.004 9.007
mu[1111] 8.992 0.000 0.006 8.992 8.994 8.997 8.999
mu[1112] 8.772 0.000 0.006 8.772 8.775 8.777 8.780
mu[1113] 8.905 0.000 0.006 8.905 8.907 8.910 8.912
mu[1114] 8.821 0.000 0.008 8.821 8.825 8.828 8.831
mu[1115] 8.700 0.000 0.006 8.700 8.702 8.705 8.707
mu[1116] 8.910 0.000 0.006 8.910 8.913 8.915 8.918
mu[1117] 9.353 0.000 0.007 9.353 9.357 9.360 9.363
mu[1118] 8.559 0.000 0.015 8.559 8.566 8.572 8.579
mu[1119] 8.651 0.000 0.012 8.651 8.656 8.661 8.666
mu[1120] 8.442 0.000 0.006 8.442 8.444 8.447 8.449
mu[1121] 8.290 0.000 0.008 8.290 8.294 8.297 8.301
mu[1122] 8.681 0.000 0.006 8.681 8.684 8.686 8.689
mu[1123] 8.652 0.000 0.006 8.652 8.655 8.657 8.660
mu[1124] 8.531 0.000 0.006 8.531 8.534 8.537 8.539
mu[1125] 9.312 0.000 0.008 9.313 9.316 9.320 9.323
mu[1126] 9.285 0.000 0.008 9.285 9.289 9.292 9.296
mu[1127] 9.404 0.000 0.008 9.404 9.407 9.410 9.414
mu[1128] 9.353 0.000 0.006 9.353 9.356 9.358 9.361
mu[1129] 9.475 0.000 0.005 9.475 9.477 9.479 9.481
mu[1130] 9.487 0.000 0.005 9.487 9.489 9.492 9.494
mu[1131] 9.581 0.000 0.007 9.581 9.584 9.587 9.589
mu[1132] 9.406 0.000 0.005 9.406 9.409 9.411 9.413
mu[1133] 9.039 0.000 0.008 9.039 9.042 9.046 9.049
mu[1134] 9.084 0.000 0.006 9.084 9.087 9.089 9.091
mu[1135] 9.444 0.000 0.006 9.444 9.447 9.449 9.452
mu[1136] 9.486 0.000 0.005 9.486 9.488 9.490 9.493
mu[1137] 9.588 0.000 0.006 9.588 9.591 9.593 9.596
mu[1138] 9.539 0.000 0.005 9.539 9.541 9.543 9.546
mu[1139] 9.502 0.000 0.005 9.502 9.504 9.507 9.509
mu[1140] 9.364 0.000 0.006 9.364 9.367 9.369 9.372
mu[1141] 9.308 0.000 0.007 9.308 9.311 9.314 9.317
mu[1142] 9.201 0.000 0.005 9.201 9.203 9.206 9.208
mu[1143] 9.249 0.000 0.009 9.249 9.253 9.257 9.260
mu[1144] 9.287 0.000 0.006 9.287 9.289 9.292 9.294
mu[1145] 9.962 0.000 0.006 9.962 9.965 9.968 9.970
mu[1146] 9.876 0.000 0.007 9.876 9.879 9.882 9.885
mu[1147] 10.419 0.000 0.006 10.419 10.422 10.424 10.427
mu[1148] 10.004 0.000 0.006 10.004 10.007 10.009 10.012
mu[1149] 10.641 0.000 0.006 10.641 10.644 10.646 10.649
mu[1150] 10.403 0.000 0.005 10.403 10.405 10.407 10.409
mu[1151] 10.380 0.000 0.004 10.380 10.382 10.384 10.386
mu[1152] 10.318 0.000 0.004 10.318 10.320 10.322 10.324
mu[1153] 10.226 0.000 0.004 10.226 10.228 10.230 10.231
mu[1154] 10.508 0.000 0.004 10.508 10.510 10.512 10.514
mu[1155] 11.995 0.000 0.020 11.994 12.004 12.013 12.021
mu[1156] 11.222 0.000 0.009 11.222 11.226 11.230 11.235
mu[1157] 11.044 0.000 0.004 11.043 11.045 11.047 11.049
mu[1158] 11.170 0.000 0.006 11.170 11.173 11.175 11.177
mu[1159] 11.045 0.000 0.004 11.045 11.047 11.049 11.051
mu[1160] 10.982 0.000 0.005 10.982 10.984 10.986 10.988
mu[1161] 11.125 0.000 0.005 11.125 11.127 11.129 11.131
mu[1162] 10.966 0.000 0.004 10.966 10.968 10.970 10.972
mu[1163] 10.909 0.000 0.005 10.909 10.912 10.914 10.916
mu[1164] 10.989 0.000 0.006 10.989 10.992 10.995 10.998
mu[1165] 11.047 0.000 0.005 11.047 11.050 11.052 11.054
mu[1166] 11.042 0.000 0.004 11.041 11.044 11.045 11.047
mu[1167] 11.206 0.000 0.007 11.206 11.209 11.211 11.214
mu[1168] 10.851 0.000 0.004 10.851 10.853 10.855 10.857
mu[1169] 10.677 0.000 0.004 10.677 10.678 10.680 10.682
mu[1170] 10.562 0.000 0.008 10.562 10.565 10.568 10.571
mu[1171] 10.367 0.000 0.008 10.367 10.370 10.374 10.377
mu[1172] 9.946 0.000 0.007 9.946 9.949 9.952 9.955
mu[1173] 10.261 0.000 0.005 10.261 10.263 10.265 10.267
mu[1174] 10.152 0.000 0.004 10.152 10.154 10.156 10.158
mu[1175] 10.126 0.000 0.005 10.126 10.128 10.130 10.133
mu[1176] 10.191 0.000 0.005 10.191 10.193 10.195 10.198
mu[1177] 9.993 0.000 0.005 9.993 9.995 9.997 9.999
mu[1178] 9.469 0.000 0.013 9.469 9.475 9.480 9.486
mu[1179] 9.626 0.000 0.006 9.626 9.629 9.632 9.634
mu[1180] 9.712 0.000 0.006 9.712 9.715 9.717 9.720
mu[1181] 9.633 0.000 0.005 9.633 9.635 9.637 9.639
mu[1182] 9.571 0.000 0.005 9.571 9.573 9.575 9.577
mu[1183] 9.493 0.000 0.005 9.493 9.496 9.498 9.501
mu[1184] 9.971 0.000 0.006 9.971 9.973 9.976 9.978
mu[1185] 10.058 0.000 0.005 10.058 10.060 10.062 10.065
mu[1186] 9.933 0.000 0.007 9.933 9.936 9.939 9.942
mu[1187] 9.714 0.000 0.005 9.714 9.716 9.718 9.720
mu[1188] 10.213 0.000 0.007 10.213 10.216 10.219 10.222
mu[1189] 10.294 0.000 0.005 10.294 10.296 10.298 10.301
mu[1190] 10.064 0.000 0.005 10.064 10.066 10.068 10.070
mu[1191] 10.198 0.000 0.005 10.198 10.200 10.203 10.205
mu[1192] 10.026 0.000 0.005 10.026 10.028 10.030 10.033
mu[1193] 10.304 0.000 0.005 10.304 10.306 10.308 10.310
mu[1194] 10.445 0.000 0.005 10.445 10.448 10.450 10.452
mu[1195] 10.217 0.000 0.004 10.217 10.219 10.221 10.223
mu[1196] 11.379 0.000 0.009 11.379 11.383 11.386 11.390
mu[1197] 11.516 0.000 0.004 11.516 11.518 11.519 11.521
mu[1198] 11.303 0.000 0.004 11.303 11.305 11.307 11.308
mu[1199] 11.387 0.000 0.005 11.387 11.389 11.391 11.393
mu[1200] 11.487 0.000 0.004 11.487 11.489 11.491 11.493
mu[1201] 11.284 0.000 0.005 11.284 11.286 11.288 11.291
mu[1202] 11.103 0.000 0.004 11.103 11.105 11.107 11.109
mu[1203] 11.220 0.000 0.005 11.220 11.222 11.224 11.226
mu[1204] 11.022 0.000 0.004 11.022 11.024 11.026 11.028
mu[1205] 11.006 0.000 0.005 11.006 11.008 11.010 11.012
mu[1206] 11.054 0.000 0.005 11.054 11.057 11.059 11.061
mu[1207] 10.910 0.000 0.004 10.910 10.912 10.913 10.915
mu[1208] 10.862 0.000 0.004 10.862 10.864 10.866 10.867
mu[1209] 11.006 0.000 0.005 11.006 11.008 11.010 11.013
mu[1210] 10.954 0.000 0.004 10.954 10.956 10.957 10.959
mu[1211] 10.540 0.000 0.005 10.540 10.543 10.545 10.547
mu[1212] 10.646 0.000 0.008 10.646 10.649 10.653 10.656
mu[1213] 10.590 0.000 0.005 10.590 10.592 10.594 10.596
mu[1214] 10.578 0.000 0.004 10.578 10.580 10.582 10.584
mu[1215] 11.091 0.000 0.010 11.091 11.096 11.100 11.104
mu[1216] 11.064 0.000 0.006 11.064 11.067 11.069 11.072
mu[1217] 10.740 0.000 0.006 10.740 10.742 10.744 10.747
mu[1218] 10.695 0.000 0.004 10.695 10.696 10.698 10.700
mu[1219] 9.836 0.000 0.013 9.836 9.842 9.847 9.853
mu[1220] 9.530 0.000 0.008 9.530 9.533 9.536 9.540
mu[1221] 10.018 0.000 0.009 10.018 10.022 10.026 10.030
mu[1222] 10.430 0.000 0.009 10.430 10.434 10.438 10.442
mu[1223] 9.823 0.000 0.005 9.823 9.825 9.828 9.830
mu[1224] 10.019 0.000 0.005 10.019 10.021 10.023 10.025
mu[1225] 9.841 0.000 0.005 9.841 9.844 9.846 9.848
mu[1226] 9.916 0.000 0.005 9.916 9.918 9.920 9.922
mu[1227] 10.240 0.000 0.005 10.240 10.243 10.245 10.247
mu[1228] 10.269 0.000 0.004 10.269 10.271 10.273 10.275
mu[1229] 10.056 0.000 0.004 10.056 10.058 10.060 10.062
mu[1230] 9.934 0.000 0.006 9.934 9.937 9.940 9.942
mu[1231] 9.736 0.000 0.006 9.736 9.739 9.741 9.744
mu[1232] 9.695 0.000 0.005 9.695 9.697 9.700 9.702
mu[1233] 9.568 0.000 0.007 9.568 9.571 9.574 9.577
mu[1234] 9.532 0.000 0.007 9.532 9.535 9.538 9.541
mu[1235] 9.438 0.000 0.007 9.438 9.441 9.444 9.447
mu[1236] 9.244 0.000 0.005 9.244 9.247 9.249 9.251
mu[1237] 9.357 0.000 0.005 9.357 9.360 9.362 9.365
mu[1238] 9.072 0.000 0.011 9.072 9.077 9.082 9.087
mu[1239] 9.298 0.000 0.009 9.298 9.302 9.306 9.310
mu[1240] 9.093 0.000 0.007 9.093 9.096 9.098 9.101
mu[1241] 9.060 0.000 0.006 9.060 9.062 9.065 9.068
mu[1242] 9.240 0.000 0.005 9.240 9.242 9.244 9.246
mu[1243] 9.277 0.000 0.005 9.277 9.280 9.282 9.284
mu[1244] 8.993 0.000 0.006 8.993 8.996 8.998 9.001
mu[1245] 8.865 0.000 0.006 8.865 8.868 8.870 8.873
mu[1246] 9.076 0.000 0.010 9.076 9.080 9.084 9.088
mu[1247] 8.967 0.000 0.007 8.967 8.970 8.973 8.976
mu[1248] 8.755 0.000 0.007 8.755 8.758 8.761 8.764
mu[1249] 8.680 0.000 0.007 8.680 8.683 8.686 8.689
mu[1250] 8.445 0.000 0.006 8.444 8.447 8.450 8.453
mu[1251] 8.281 0.000 0.006 8.281 8.284 8.286 8.289
mu[1252] 8.292 0.000 0.007 8.292 8.296 8.299 8.302
mu[1253] 8.222 0.000 0.006 8.222 8.225 8.227 8.230
mu[1254] 8.416 0.000 0.006 8.416 8.419 8.421 8.424
mu[1255] 8.251 0.000 0.008 8.251 8.255 8.258 8.261
mu[1256] 8.294 0.000 0.007 8.294 8.297 8.300 8.303
mu[1257] 9.393 0.000 0.005 9.393 9.396 9.398 9.400
mu[1258] 9.565 0.000 0.006 9.565 9.567 9.570 9.572
mu[1259] 9.370 0.000 0.006 9.370 9.372 9.375 9.377
mu[1260] 9.465 0.000 0.005 9.465 9.467 9.470 9.472
mu[1261] 9.215 0.000 0.008 9.215 9.218 9.221 9.225
mu[1262] 8.789 0.000 0.007 8.789 8.792 8.795 8.798
mu[1263] 9.055 0.000 0.007 9.055 9.058 9.061 9.065
mu[1264] 9.338 0.000 0.007 9.338 9.342 9.345 9.348
mu[1265] 9.037 0.000 0.006 9.037 9.040 9.042 9.045
mu[1266] 8.845 0.000 0.006 8.845 8.848 8.850 8.853
mu[1267] 8.947 0.000 0.011 8.947 8.952 8.957 8.962
mu[1268] 8.851 0.000 0.006 8.851 8.854 8.856 8.859
mu[1269] 8.865 0.000 0.006 8.865 8.868 8.870 8.872
mu[1270] 9.080 0.000 0.007 9.080 9.084 9.087 9.090
mu[1271] 9.132 0.000 0.006 9.132 9.135 9.137 9.140
mu[1272] 9.161 0.000 0.006 9.161 9.163 9.165 9.168
mu[1273] 9.255 0.000 0.005 9.255 9.257 9.259 9.262
mu[1274] 9.392 0.000 0.006 9.392 9.394 9.397 9.400
mu[1275] 9.340 0.000 0.005 9.340 9.342 9.344 9.347
mu[1276] 9.379 0.000 0.005 9.379 9.381 9.383 9.385
mu[1277] 9.268 0.000 0.005 9.268 9.271 9.273 9.275
mu[1278] 9.218 0.000 0.005 9.218 9.220 9.222 9.225
mu[1279] 9.102 0.000 0.008 9.102 9.105 9.108 9.112
mu[1280] 8.671 0.000 0.008 8.671 8.675 8.678 8.681
mu[1281] 8.533 0.000 0.008 8.533 8.536 8.539 8.543
mu[1282] 8.866 0.000 0.010 8.866 8.871 8.875 8.879
mu[1283] 8.588 0.000 0.007 8.588 8.591 8.594 8.597
mu[1284] 8.445 0.000 0.009 8.445 8.449 8.452 8.456
mu[1285] 8.585 0.000 0.006 8.585 8.587 8.590 8.593
mu[1286] 8.217 0.000 0.007 8.217 8.219 8.222 8.225
mu[1287] 8.015 0.000 0.007 8.015 8.018 8.021 8.024
mu[1288] 9.180 0.000 0.010 9.180 9.185 9.189 9.193
mu[1289] 8.957 0.000 0.007 8.957 8.960 8.963 8.966
mu[1290] 8.920 0.000 0.007 8.920 8.923 8.926 8.929
mu[1291] 8.992 0.000 0.006 8.992 8.994 8.997 8.999
mu[1292] 8.830 0.000 0.006 8.830 8.833 8.835 8.838
mu[1293] 8.508 0.000 0.007 8.508 8.511 8.514 8.518
mu[1294] 8.447 0.000 0.010 8.447 8.451 8.455 8.460
mu[1295] 8.339 0.000 0.006 8.338 8.341 8.344 8.346
mu[1296] 8.172 0.000 0.007 8.171 8.174 8.177 8.180
mu[1297] 8.102 0.000 0.006 8.102 8.105 8.108 8.110
mu[1298] 8.090 0.000 0.007 8.090 8.093 8.096 8.099
mu[1299] 7.787 0.000 0.007 7.787 7.790 7.793 7.796
mu[1300] 7.987 0.000 0.008 7.987 7.990 7.994 7.997
mu[1301] 7.700 0.000 0.007 7.700 7.703 7.706 7.709
mu[1302] 7.876 0.000 0.008 7.876 7.879 7.882 7.886
mu[1303] 7.903 0.000 0.006 7.903 7.906 7.908 7.911
mu[1304] 7.929 0.000 0.006 7.928 7.931 7.934 7.937
mu[1305] 7.932 0.000 0.006 7.932 7.935 7.937 7.940
mu[1306] 8.267 0.000 0.013 8.267 8.273 8.278 8.284
mu[1307] 8.073 0.000 0.010 8.073 8.078 8.082 8.086
mu[1308] 8.007 0.000 0.008 8.007 8.011 8.014 8.018
mu[1309] 8.036 0.000 0.007 8.036 8.039 8.042 8.045
mu[1310] 8.309 0.000 0.008 8.309 8.313 8.316 8.320
mu[1311] 7.815 0.000 0.013 7.815 7.821 7.826 7.832
mu[1312] 8.392 0.000 0.007 8.392 8.395 8.398 8.401
mu[1313] 8.282 0.000 0.007 8.282 8.284 8.287 8.290
mu[1314] 8.392 0.000 0.010 8.392 8.397 8.401 8.405
mu[1315] 8.309 0.000 0.006 8.309 8.311 8.314 8.317
mu[1316] 8.227 0.000 0.007 8.227 8.230 8.233 8.236
mu[1317] 8.427 0.000 0.011 8.427 8.432 8.436 8.441
mu[1318] 8.424 0.000 0.006 8.424 8.427 8.429 8.432
mu[1319] 9.486 0.000 0.005 9.486 9.488 9.490 9.493
mu[1320] 9.692 0.000 0.006 9.692 9.695 9.698 9.701
mu[1321] 9.540 0.000 0.005 9.540 9.542 9.544 9.546
mu[1322] 9.633 0.000 0.005 9.633 9.635 9.638 9.640
mu[1323] 9.526 0.000 0.005 9.526 9.528 9.531 9.533
mu[1324] 9.592 0.000 0.005 9.592 9.595 9.597 9.599
mu[1325] 10.055 0.000 0.005 10.055 10.057 10.059 10.061
mu[1326] 9.753 0.000 0.005 9.753 9.755 9.758 9.760
mu[1327] 9.647 0.000 0.005 9.647 9.649 9.651 9.653
mu[1328] 9.622 0.000 0.007 9.622 9.626 9.628 9.631
mu[1329] 9.503 0.000 0.005 9.503 9.505 9.507 9.509
mu[1330] 9.700 0.000 0.006 9.700 9.702 9.705 9.707
mu[1331] 10.028 0.000 0.006 10.028 10.031 10.033 10.036
mu[1332] 9.817 0.000 0.007 9.817 9.820 9.823 9.826
mu[1333] 9.653 0.000 0.006 9.653 9.656 9.658 9.661
mu[1334] 9.595 0.000 0.007 9.595 9.598 9.601 9.604
mu[1335] 9.447 0.000 0.005 9.447 9.449 9.451 9.454
mu[1336] 9.844 0.000 0.009 9.844 9.848 9.851 9.855
mu[1337] 9.917 0.000 0.006 9.917 9.920 9.922 9.925
mu[1338] 9.632 0.000 0.006 9.632 9.635 9.638 9.640
mu[1339] 9.624 0.000 0.006 9.624 9.627 9.630 9.632
mu[1340] 9.690 0.000 0.006 9.690 9.693 9.696 9.698
mu[1341] 9.733 0.000 0.006 9.733 9.735 9.738 9.740
mu[1342] 9.910 0.000 0.015 9.910 9.917 9.922 9.929
mu[1343] 9.891 0.000 0.008 9.891 9.894 9.897 9.901
mu[1344] 9.937 0.000 0.008 9.937 9.941 9.944 9.947
mu[1345] 9.760 0.000 0.005 9.760 9.762 9.764 9.766
mu[1346] 9.795 0.000 0.006 9.795 9.797 9.799 9.802
mu[1347] 9.665 0.000 0.005 9.665 9.667 9.669 9.672
mu[1348] 9.614 0.000 0.005 9.614 9.616 9.618 9.621
mu[1349] 9.508 0.000 0.006 9.508 9.510 9.513 9.516
mu[1350] 9.692 0.000 0.005 9.692 9.694 9.696 9.698
mu[1351] 9.758 0.000 0.005 9.758 9.760 9.762 9.764
mu[1352] 9.711 0.000 0.005 9.711 9.714 9.716 9.718
mu[1353] 9.974 0.000 0.006 9.974 9.977 9.979 9.982
mu[1354] 9.865 0.000 0.005 9.865 9.867 9.869 9.871
mu[1355] 9.725 0.000 0.008 9.725 9.729 9.732 9.735
mu[1356] 9.754 0.000 0.005 9.754 9.756 9.758 9.760
mu[1357] 9.903 0.000 0.005 9.903 9.905 9.907 9.910
mu[1358] 9.825 0.000 0.005 9.825 9.827 9.829 9.831
mu[1359] 9.373 0.000 0.006 9.373 9.376 9.378 9.381
mu[1360] 9.230 0.000 0.006 9.230 9.232 9.235 9.237
mu[1361] 8.769 0.000 0.005 8.769 8.772 8.774 8.776
mu[1362] 8.682 0.000 0.007 8.682 8.685 8.687 8.690
mu[1363] 8.727 0.000 0.006 8.727 8.730 8.733 8.736
mu[1364] 8.495 0.000 0.008 8.495 8.499 8.502 8.505
mu[1365] 8.541 0.000 0.006 8.541 8.543 8.546 8.548
mu[1366] 8.062 0.000 0.006 8.062 8.065 8.067 8.070
mu[1367] 8.171 0.000 0.007 8.171 8.174 8.177 8.180
mu[1368] 7.889 0.000 0.006 7.889 7.892 7.895 7.897
mu[1369] 7.926 0.000 0.006 7.926 7.929 7.931 7.934
mu[1370] 7.722 0.000 0.009 7.722 7.726 7.729 7.733
mu[1371] 7.542 0.000 0.007 7.542 7.545 7.548 7.552
mu[1372] 8.021 0.000 0.008 8.021 8.025 8.028 8.031
mu[1373] 8.297 0.000 0.007 8.297 8.301 8.304 8.307
mu[1374] 7.995 0.000 0.007 7.995 7.998 8.001 8.004
mu[1375] 7.882 0.000 0.006 7.882 7.885 7.887 7.890
mu[1376] 7.771 0.000 0.007 7.771 7.774 7.777 7.780
mu[1377] 7.671 0.000 0.006 7.671 7.674 7.676 7.679
mu[1378] 7.760 0.000 0.007 7.760 7.763 7.766 7.769
mu[1379] 7.809 0.000 0.007 7.809 7.812 7.815 7.818
mu[1380] 7.479 0.000 0.009 7.479 7.483 7.487 7.490
mu[1381] 7.837 0.000 0.008 7.837 7.840 7.843 7.847
mu[1382] 8.133 0.000 0.006 8.133 8.135 8.138 8.141
mu[1383] 8.016 0.000 0.008 8.016 8.019 8.023 8.026
mu[1384] 8.464 0.000 0.006 8.464 8.467 8.469 8.472
mu[1385] 8.631 0.000 0.008 8.631 8.634 8.637 8.640
mu[1386] 8.434 0.000 0.006 8.433 8.436 8.439 8.441
mu[1387] 8.492 0.000 0.006 8.492 8.494 8.497 8.500
mu[1388] 8.417 0.000 0.006 8.417 8.420 8.423 8.425
mu[1389] 8.295 0.000 0.008 8.295 8.298 8.301 8.305
mu[1390] 8.374 0.000 0.006 8.374 8.377 8.380 8.383
mu[1391] 8.349 0.000 0.006 8.349 8.352 8.355 8.357
mu[1392] 8.252 0.000 0.006 8.252 8.254 8.257 8.259
mu[1393] 8.241 0.000 0.008 8.241 8.245 8.248 8.252
mu[1394] 8.123 0.000 0.007 8.123 8.126 8.129 8.132
mu[1395] 7.851 0.000 0.007 7.851 7.854 7.857 7.860
mu[1396] 8.242 0.000 0.008 8.242 8.246 8.249 8.253
mu[1397] 8.115 0.000 0.007 8.115 8.118 8.120 8.123
mu[1398] 8.781 0.000 0.006 8.781 8.783 8.786 8.788
mu[1399] 9.804 0.000 0.011 9.804 9.809 9.814 9.818
mu[1400] 9.356 0.000 0.007 9.356 9.359 9.362 9.365
mu[1401] 9.564 0.000 0.007 9.564 9.567 9.570 9.573
mu[1402] 9.826 0.000 0.008 9.826 9.830 9.833 9.836
mu[1403] 10.001 0.000 0.005 10.001 10.003 10.005 10.007
mu[1404] 9.883 0.000 0.006 9.883 9.886 9.888 9.891
mu[1405] 9.765 0.000 0.007 9.765 9.769 9.771 9.774
mu[1406] 9.789 0.000 0.007 9.790 9.793 9.795 9.798
mu[1407] 9.657 0.000 0.006 9.657 9.660 9.662 9.664
mu[1408] 9.756 0.000 0.008 9.757 9.760 9.763 9.766
mu[1409] 10.020 0.000 0.007 10.020 10.023 10.026 10.030
mu[1410] 9.964 0.000 0.007 9.964 9.967 9.970 9.973
mu[1411] 10.219 0.000 0.009 10.219 10.223 10.227 10.231
mu[1412] 10.113 0.000 0.007 10.113 10.116 10.119 10.122
mu[1413] 10.212 0.000 0.004 10.212 10.214 10.216 10.218
mu[1414] 10.903 0.000 0.017 10.903 10.911 10.918 10.925
mu[1415] 13.594 0.000 0.013 13.594 13.600 13.605 13.611
mu[1416] 13.286 0.000 0.007 13.286 13.288 13.291 13.294
mu[1417] 13.650 0.000 0.005 13.649 13.652 13.654 13.656
mu[1418] 13.764 0.000 0.010 13.764 13.768 13.772 13.777
mu[1419] 13.996 0.000 0.014 13.996 14.002 14.008 14.014
mu[1420] 14.737 0.000 0.012 14.737 14.742 14.747 14.752
mu[1421] 14.627 0.000 0.006 14.627 14.630 14.632 14.635
mu[1422] 14.509 0.000 0.008 14.509 14.513 14.516 14.520
mu[1423] 15.061 0.000 0.008 15.061 15.065 15.068 15.072
mu[1424] 18.494 0.000 0.028 18.494 18.506 18.518 18.530
mu[1425] 17.947 0.000 0.025 17.947 17.958 17.969 17.980
mu[1426] 17.275 0.000 0.010 17.275 17.280 17.284 17.289
mu[1427] 17.962 0.000 0.030 17.961 17.975 17.988 18.001
mu[1428] 18.034 0.000 0.022 18.034 18.043 18.052 18.062
mu[1429] 17.628 0.000 0.012 17.628 17.633 17.638 17.643
mu[1430] 17.793 0.000 0.009 17.793 17.797 17.801 17.804
mu[1431] 18.548 0.000 0.015 18.548 18.554 18.561 18.567
mu[1432] 18.512 0.000 0.020 18.512 18.521 18.530 18.539
mu[1433] 18.897 0.000 0.018 18.897 18.906 18.913 18.921
mu[1434] 18.401 0.000 0.010 18.401 18.405 18.409 18.413
mu[1435] 18.435 0.000 0.011 18.435 18.441 18.445 18.450
mu[1436] 18.232 0.000 0.013 18.231 18.238 18.243 18.249
mu[1437] 18.267 0.000 0.010 18.267 18.271 18.275 18.279
mu[1438] 17.831 0.000 0.016 17.830 17.838 17.844 17.851
mu[1439] 18.177 0.000 0.010 18.177 18.181 18.186 18.190
mu[1440] 17.763 0.000 0.009 17.763 17.767 17.771 17.775
mu[1441] 17.660 0.000 0.011 17.660 17.665 17.669 17.674
mu[1442] 16.982 0.000 0.014 16.981 16.988 16.993 17.000
mu[1443] 16.860 0.000 0.009 16.860 16.864 16.868 16.872
mu[1444] 16.983 0.000 0.014 16.983 16.989 16.995 17.001
mu[1445] 16.869 0.000 0.012 16.869 16.875 16.880 16.885
mu[1446] 15.857 0.000 0.011 15.857 15.862 15.866 15.871
mu[1447] 14.562 0.000 0.018 14.562 14.570 14.577 14.585
mu[1448] 14.433 0.000 0.007 14.433 14.436 14.439 14.442
mu[1449] 14.337 0.000 0.006 14.337 14.339 14.341 14.344
mu[1450] 13.477 0.000 0.012 13.477 13.482 13.487 13.493
mu[1451] 14.969 0.000 0.023 14.969 14.979 14.988 14.999
mu[1452] 14.714 0.000 0.013 14.714 14.719 14.724 14.730
mu[1453] 15.507 0.000 0.006 15.507 15.510 15.513 15.516
mu[1454] 15.430 0.000 0.010 15.429 15.434 15.438 15.443
mu[1455] 15.533 0.000 0.015 15.533 15.540 15.545 15.552
mu[1456] 15.945 0.000 0.010 15.945 15.949 15.953 15.958
mu[1457] 16.251 0.000 0.014 16.251 16.257 16.263 16.269
mu[1458] 15.803 0.000 0.008 15.803 15.807 15.810 15.814
mu[1459] 16.095 0.000 0.013 16.095 16.102 16.107 16.113
mu[1460] 16.286 0.000 0.007 16.286 16.290 16.293 16.296
y_rep[1] 16.517 0.003 0.220 16.516 16.572 16.631 16.711
y_rep[2] 16.857 0.003 0.258 16.858 16.916 16.974 17.052
y_rep[3] 16.419 0.003 0.214 16.417 16.473 16.530 16.612
y_rep[4] 17.101 0.003 0.221 17.100 17.159 17.220 17.295
y_rep[5] 17.156 0.003 0.216 17.156 17.215 17.274 17.351
y_rep[6] 17.693 0.003 0.229 17.693 17.752 17.811 17.894
y_rep[7] 17.357 0.003 0.206 17.357 17.411 17.475 17.552
y_rep[8] 17.638 0.003 0.221 17.638 17.694 17.754 17.833
y_rep[9] 17.353 0.003 0.211 17.354 17.410 17.466 17.541
y_rep[10] 17.807 0.003 0.209 17.806 17.864 17.919 18.001
y_rep[11] 18.020 0.003 0.215 18.015 18.075 18.136 18.221
y_rep[12] 19.147 0.003 0.228 19.150 19.206 19.264 19.342
y_rep[13] 18.960 0.003 0.212 18.957 19.013 19.072 19.151
y_rep[14] 18.430 0.003 0.210 18.430 18.485 18.547 18.626
y_rep[15] 17.507 0.004 0.293 17.505 17.565 17.625 17.700
y_rep[16] 16.890 0.003 0.205 16.890 16.947 17.009 17.093
y_rep[17] 17.197 0.003 0.238 17.199 17.259 17.317 17.396
y_rep[18] 17.470 0.003 0.208 17.466 17.524 17.585 17.664
y_rep[19] 17.204 0.003 0.258 17.201 17.255 17.316 17.399
y_rep[20] 16.480 0.003 0.219 16.480 16.543 16.602 16.676
y_rep[21] 16.237 0.003 0.232 16.240 16.297 16.356 16.435
y_rep[22] 16.389 0.003 0.215 16.389 16.445 16.505 16.587
y_rep[23] 16.343 0.003 0.213 16.343 16.402 16.463 16.540
y_rep[24] 16.835 0.003 0.204 16.840 16.895 16.952 17.028
y_rep[25] 16.937 0.003 0.221 16.935 16.992 17.053 17.131
y_rep[26] 16.191 0.004 0.297 16.193 16.249 16.303 16.377
y_rep[27] 16.064 0.004 0.307 16.064 16.118 16.178 16.256
y_rep[28] 15.845 0.003 0.227 15.842 15.902 15.959 16.041
y_rep[29] 15.439 0.003 0.223 15.437 15.492 15.549 15.628
y_rep[30] 15.237 0.003 0.213 15.238 15.294 15.354 15.432
y_rep[31] 15.320 0.003 0.206 15.318 15.374 15.436 15.516
y_rep[32] 14.676 0.003 0.253 14.681 14.737 14.795 14.874
y_rep[33] 14.149 0.003 0.222 14.151 14.210 14.266 14.349
y_rep[34] 13.936 0.003 0.213 13.934 13.992 14.048 14.127
y_rep[35] 13.221 0.003 0.230 13.223 13.284 13.342 13.418
y_rep[36] 13.177 0.003 0.218 13.172 13.230 13.291 13.373
y_rep[37] 13.611 0.003 0.211 13.616 13.670 13.728 13.806
y_rep[38] 14.811 0.003 0.219 14.810 14.868 14.925 15.004
y_rep[39] 15.222 0.003 0.227 15.221 15.278 15.338 15.417
y_rep[40] 14.797 0.003 0.221 14.793 14.849 14.908 14.993
y_rep[41] 14.686 0.003 0.213 14.686 14.743 14.801 14.877
y_rep[42] 14.894 0.003 0.232 14.897 14.957 15.014 15.091
y_rep[43] 14.755 0.003 0.209 14.756 14.813 14.874 14.953
y_rep[44] 15.223 0.003 0.215 15.223 15.280 15.338 15.414
y_rep[45] 14.633 0.003 0.233 14.631 14.690 14.750 14.833
y_rep[46] 13.772 0.003 0.223 13.772 13.828 13.887 13.968
y_rep[47] 13.602 0.003 0.218 13.606 13.664 13.722 13.796
y_rep[48] 13.805 0.003 0.214 13.804 13.859 13.917 14.004
y_rep[49] 14.501 0.004 0.327 14.498 14.554 14.614 14.696
y_rep[50] 14.936 0.003 0.229 14.937 14.995 15.053 15.137
y_rep[51] 15.012 0.003 0.261 15.013 15.070 15.129 15.208
y_rep[52] 14.401 0.003 0.259 14.402 14.462 14.518 14.595
y_rep[53] 14.239 0.003 0.208 14.239 14.300 14.359 14.432
y_rep[54] 14.324 0.003 0.252 14.324 14.381 14.439 14.524
y_rep[55] 14.242 0.003 0.209 14.241 14.299 14.357 14.445
y_rep[56] 14.324 0.003 0.213 14.324 14.382 14.439 14.520
y_rep[57] 14.501 0.003 0.214 14.503 14.560 14.617 14.695
y_rep[58] 14.711 0.003 0.212 14.713 14.772 14.831 14.913
y_rep[59] 14.120 0.003 0.228 14.122 14.177 14.234 14.316
y_rep[60] 13.951 0.003 0.228 13.949 14.004 14.062 14.145
y_rep[61] 13.082 0.003 0.262 13.081 13.143 13.198 13.282
y_rep[62] 13.034 0.003 0.227 13.037 13.093 13.152 13.232
y_rep[63] 14.161 0.003 0.225 14.165 14.223 14.277 14.355
y_rep[64] 13.980 0.003 0.210 13.979 14.037 14.094 14.170
y_rep[65] 13.577 0.003 0.208 13.577 13.634 13.693 13.773
y_rep[66] 13.285 0.003 0.218 13.286 13.340 13.396 13.475
y_rep[67] 13.393 0.003 0.221 13.389 13.445 13.505 13.591
y_rep[68] 13.562 0.003 0.219 13.560 13.618 13.679 13.763
y_rep[69] 13.871 0.003 0.217 13.871 13.930 13.990 14.071
y_rep[70] 14.031 0.003 0.212 14.031 14.087 14.143 14.220
y_rep[71] 13.821 0.003 0.233 13.817 13.874 13.936 14.019
y_rep[72] 12.897 0.003 0.227 12.895 12.955 13.016 13.100
y_rep[73] 12.345 0.003 0.227 12.346 12.402 12.457 12.535
y_rep[74] 12.262 0.003 0.207 12.263 12.320 12.380 12.449
y_rep[75] 12.189 0.003 0.233 12.193 12.248 12.305 12.385
y_rep[76] 12.928 0.003 0.223 12.928 12.986 13.043 13.122
y_rep[77] 12.950 0.003 0.221 12.955 13.009 13.069 13.147
y_rep[78] 12.859 0.003 0.205 12.858 12.917 12.976 13.053
y_rep[79] 12.400 0.003 0.219 12.403 12.457 12.514 12.591
y_rep[80] 12.382 0.003 0.205 12.383 12.441 12.498 12.572
y_rep[81] 12.339 0.003 0.225 12.341 12.397 12.456 12.540
y_rep[82] 12.497 0.003 0.227 12.496 12.554 12.612 12.693
y_rep[83] 12.693 0.003 0.239 12.691 12.751 12.813 12.895
y_rep[84] 12.949 0.003 0.212 12.951 13.008 13.068 13.145
y_rep[85] 12.610 0.003 0.220 12.612 12.666 12.728 12.809
y_rep[86] 12.098 0.003 0.215 12.097 12.155 12.211 12.291
y_rep[87] 12.838 0.003 0.218 12.839 12.897 12.957 13.035
y_rep[88] 13.118 0.003 0.203 13.121 13.178 13.236 13.313
y_rep[89] 13.077 0.003 0.214 13.078 13.134 13.192 13.276
y_rep[90] 13.793 0.003 0.231 13.797 13.853 13.911 13.991
y_rep[91] 13.807 0.003 0.200 13.806 13.864 13.922 14.001
y_rep[92] 13.459 0.003 0.202 13.458 13.514 13.575 13.651
y_rep[93] 13.143 0.003 0.212 13.142 13.200 13.259 13.337
y_rep[94] 13.383 0.003 0.252 13.379 13.438 13.498 13.573
y_rep[95] 13.386 0.003 0.236 13.387 13.445 13.503 13.586
y_rep[96] 13.594 0.003 0.202 13.594 13.649 13.708 13.793
y_rep[97] 13.744 0.003 0.205 13.744 13.801 13.860 13.942
y_rep[98] 13.492 0.003 0.208 13.492 13.548 13.610 13.691
y_rep[99] 13.026 0.003 0.223 13.030 13.088 13.148 13.220
y_rep[100] 12.809 0.003 0.226 12.806 12.864 12.925 13.001
y_rep[101] 12.785 0.003 0.230 12.784 12.841 12.899 12.976
y_rep[102] 13.188 0.003 0.227 13.188 13.248 13.304 13.381
y_rep[103] 14.142 0.003 0.210 14.144 14.199 14.253 14.331
y_rep[104] 13.698 0.003 0.266 13.699 13.757 13.814 13.896
y_rep[105] 13.462 0.004 0.332 13.466 13.527 13.583 13.661
y_rep[106] 13.368 0.004 0.281 13.370 13.425 13.481 13.567
y_rep[107] 12.880 0.003 0.219 12.883 12.940 12.997 13.079
y_rep[108] 12.948 0.003 0.223 12.945 13.003 13.063 13.143
y_rep[109] 13.474 0.004 0.305 13.479 13.537 13.594 13.677
y_rep[110] 13.412 0.003 0.227 13.411 13.469 13.528 13.614
y_rep[111] 12.857 0.003 0.209 12.858 12.917 12.975 13.054
y_rep[112] 12.793 0.003 0.206 12.792 12.850 12.911 12.986
y_rep[113] 11.874 0.003 0.220 11.874 11.931 11.992 12.069
y_rep[114] 11.385 0.003 0.233 11.385 11.441 11.501 11.585
y_rep[115] 11.573 0.003 0.213 11.571 11.628 11.690 11.768
y_rep[116] 12.093 0.004 0.267 12.097 12.153 12.206 12.286
y_rep[117] 12.082 0.003 0.220 12.085 12.145 12.201 12.281
y_rep[118] 11.671 0.003 0.215 11.669 11.728 11.784 11.864
y_rep[119] 11.547 0.004 0.270 11.548 11.606 11.663 11.741
y_rep[120] 11.192 0.003 0.212 11.194 11.249 11.309 11.394
y_rep[121] 11.175 0.003 0.206 11.173 11.230 11.288 11.368
y_rep[122] 11.620 0.003 0.224 11.619 11.677 11.740 11.815
y_rep[123] 11.980 0.003 0.213 11.981 12.038 12.096 12.174
y_rep[124] 12.085 0.004 0.315 12.082 12.140 12.198 12.280
y_rep[125] 11.974 0.003 0.220 11.973 12.029 12.089 12.176
y_rep[126] 11.474 0.003 0.216 11.473 11.532 11.588 11.667
y_rep[127] 11.110 0.003 0.211 11.108 11.167 11.225 11.313
y_rep[128] 11.238 0.003 0.212 11.233 11.293 11.351 11.426
y_rep[129] 11.292 0.003 0.214 11.291 11.350 11.408 11.486
y_rep[130] 11.474 0.003 0.241 11.474 11.531 11.590 11.679
y_rep[131] 11.439 0.003 0.206 11.439 11.496 11.554 11.634
y_rep[132] 10.862 0.003 0.215 10.859 10.918 10.980 11.069
y_rep[133] 10.565 0.003 0.226 10.566 10.623 10.683 10.766
y_rep[134] 10.695 0.003 0.210 10.695 10.751 10.809 10.891
y_rep[135] 10.905 0.003 0.233 10.908 10.962 11.018 11.095
y_rep[136] 10.777 0.003 0.223 10.780 10.836 10.896 10.974
y_rep[137] 11.537 0.003 0.219 11.540 11.597 11.655 11.738
y_rep[138] 11.510 0.003 0.229 11.510 11.570 11.628 11.707
y_rep[139] 11.075 0.003 0.242 11.078 11.135 11.193 11.276
y_rep[140] 10.818 0.005 0.377 10.816 10.873 10.935 11.012
y_rep[141] 11.647 0.003 0.218 11.650 11.706 11.766 11.847
y_rep[142] 11.249 0.003 0.241 11.246 11.305 11.363 11.444
y_rep[143] 11.353 0.003 0.230 11.358 11.413 11.470 11.550
y_rep[144] 11.288 0.006 0.432 11.294 11.353 11.413 11.500
y_rep[145] 10.529 0.003 0.202 10.530 10.590 10.649 10.725
y_rep[146] 10.245 0.004 0.342 10.247 10.304 10.358 10.443
y_rep[147] 10.278 0.003 0.206 10.276 10.335 10.392 10.472
y_rep[148] 10.651 0.003 0.239 10.648 10.708 10.767 10.855
y_rep[149] 10.582 0.003 0.218 10.580 10.638 10.698 10.786
y_rep[150] 10.849 0.003 0.228 10.851 10.907 10.963 11.040
y_rep[151] 10.707 0.003 0.216 10.709 10.764 10.824 10.909
y_rep[152] 10.661 0.003 0.218 10.661 10.719 10.773 10.854
y_rep[153] 10.197 0.003 0.220 10.194 10.251 10.306 10.387
y_rep[154] 10.029 0.003 0.208 10.028 10.084 10.144 10.224
y_rep[155] 10.191 0.003 0.225 10.198 10.254 10.310 10.384
y_rep[156] 10.906 0.003 0.236 10.902 10.959 11.025 11.106
y_rep[157] 11.187 0.004 0.277 11.186 11.243 11.304 11.385
y_rep[158] 11.321 0.003 0.214 11.319 11.381 11.441 11.518
y_rep[159] 11.183 0.003 0.222 11.181 11.238 11.300 11.382
y_rep[160] 10.460 0.003 0.217 10.454 10.513 10.575 10.656
y_rep[161] 10.275 0.003 0.199 10.278 10.334 10.391 10.468
y_rep[162] 10.779 0.003 0.212 10.777 10.834 10.892 10.972
y_rep[163] 10.902 0.003 0.209 10.902 10.959 11.018 11.100
y_rep[164] 10.841 0.003 0.211 10.842 10.900 10.953 11.033
y_rep[165] 10.800 0.003 0.214 10.799 10.859 10.916 10.994
y_rep[166] 10.922 0.003 0.241 10.921 10.979 11.039 11.121
y_rep[167] 10.726 0.003 0.238 10.725 10.784 10.844 10.926
y_rep[168] 10.619 0.003 0.236 10.621 10.677 10.739 10.821
y_rep[169] 13.292 0.003 0.211 13.294 13.353 13.409 13.496
y_rep[170] 17.483 0.003 0.256 17.482 17.554 17.626 17.715
y_rep[171] 16.489 0.003 0.219 16.486 16.546 16.609 16.692
y_rep[172] 16.664 0.003 0.229 16.664 16.719 16.775 16.856
y_rep[173] 16.930 0.003 0.219 16.929 16.985 17.043 17.133
y_rep[174] 16.992 0.003 0.243 16.992 17.050 17.113 17.189
y_rep[175] 17.587 0.003 0.207 17.587 17.645 17.703 17.785
y_rep[176] 17.870 0.003 0.241 17.873 17.931 17.988 18.065
y_rep[177] 17.231 0.003 0.215 17.230 17.288 17.348 17.430
y_rep[178] 17.397 0.003 0.213 17.401 17.458 17.516 17.593
y_rep[179] 17.616 0.003 0.215 17.616 17.674 17.734 17.814
y_rep[180] 17.373 0.003 0.228 17.373 17.428 17.487 17.562
y_rep[181] 17.202 0.003 0.220 17.198 17.260 17.317 17.403
y_rep[182] 17.249 0.003 0.205 17.250 17.307 17.365 17.445
y_rep[183] 16.882 0.003 0.194 16.884 16.938 16.999 17.078
y_rep[184] 17.329 0.003 0.210 17.330 17.388 17.445 17.525
y_rep[185] 17.519 0.003 0.226 17.520 17.574 17.636 17.717
y_rep[186] 17.102 0.003 0.236 17.101 17.160 17.217 17.296
y_rep[187] 17.120 0.003 0.207 17.120 17.177 17.235 17.316
y_rep[188] 17.095 0.003 0.210 17.097 17.154 17.214 17.291
y_rep[189] 17.541 0.003 0.223 17.542 17.600 17.662 17.742
y_rep[190] 17.676 0.003 0.238 17.675 17.731 17.789 17.873
y_rep[191] 18.710 0.003 0.216 18.711 18.770 18.829 18.909
y_rep[192] 17.258 0.003 0.222 17.257 17.321 17.385 17.469
y_rep[193] 14.330 0.003 0.212 14.330 14.388 14.446 14.530
y_rep[194] 14.206 0.003 0.201 14.202 14.260 14.322 14.406
y_rep[195] 13.818 0.003 0.205 13.818 13.877 13.936 14.009
y_rep[196] 13.126 0.003 0.211 13.124 13.183 13.244 13.326
y_rep[197] 12.909 0.003 0.267 12.912 12.970 13.029 13.111
y_rep[198] 13.220 0.003 0.239 13.217 13.274 13.331 13.408
y_rep[199] 13.949 0.003 0.208 13.949 14.005 14.063 14.140
y_rep[200] 13.918 0.003 0.226 13.917 13.975 14.036 14.112
y_rep[201] 13.632 0.003 0.227 13.635 13.691 13.746 13.826
y_rep[202] 13.164 0.003 0.207 13.163 13.222 13.285 13.362
y_rep[203] 13.045 0.003 0.222 13.043 13.101 13.163 13.249
y_rep[204] 14.410 0.003 0.261 14.411 14.470 14.530 14.614
y_rep[205] 15.537 0.003 0.229 15.538 15.599 15.658 15.737
y_rep[206] 15.471 0.003 0.233 15.469 15.523 15.580 15.662
y_rep[207] 15.148 0.003 0.263 15.143 15.199 15.256 15.348
y_rep[208] 15.173 0.003 0.242 15.175 15.231 15.290 15.368
y_rep[209] 14.742 0.003 0.216 14.743 14.799 14.859 14.935
y_rep[210] 14.793 0.003 0.252 14.791 14.851 14.908 14.992
y_rep[211] 14.832 0.003 0.214 14.834 14.891 14.954 15.028
y_rep[212] 14.934 0.003 0.219 14.938 14.997 15.055 15.131
y_rep[213] 14.459 0.003 0.219 14.458 14.516 14.577 14.659
y_rep[214] 14.068 0.003 0.202 14.067 14.124 14.183 14.261
y_rep[215] 13.639 0.003 0.225 13.640 13.696 13.757 13.837
y_rep[216] 13.443 0.003 0.231 13.440 13.500 13.558 13.641
y_rep[217] 13.549 0.003 0.231 13.550 13.609 13.665 13.746
y_rep[218] 14.084 0.003 0.208 14.083 14.141 14.200 14.279
y_rep[219] 14.360 0.003 0.210 14.358 14.419 14.478 14.562
y_rep[220] 14.190 0.003 0.218 14.192 14.250 14.306 14.386
y_rep[221] 13.752 0.003 0.207 13.750 13.810 13.868 13.945
y_rep[222] 13.144 0.003 0.210 13.142 13.199 13.260 13.342
y_rep[223] 13.167 0.003 0.209 13.165 13.222 13.280 13.360
y_rep[224] 13.167 0.003 0.215 13.168 13.226 13.289 13.366
y_rep[225] 13.611 0.003 0.203 13.614 13.669 13.729 13.807
y_rep[226] 13.287 0.003 0.221 13.285 13.344 13.403 13.480
y_rep[227] 12.713 0.003 0.222 12.716 12.773 12.831 12.915
y_rep[228] 11.943 0.003 0.229 11.940 12.001 12.061 12.140
y_rep[229] 11.724 0.003 0.207 11.723 11.780 11.838 11.918
y_rep[230] 11.503 0.003 0.212 11.504 11.565 11.621 11.697
y_rep[231] 11.642 0.003 0.213 11.644 11.703 11.763 11.839
y_rep[232] 12.614 0.003 0.232 12.613 12.671 12.729 12.814
y_rep[233] 12.605 0.003 0.239 12.605 12.663 12.722 12.805
y_rep[234] 12.142 0.003 0.210 12.142 12.199 12.258 12.339
y_rep[235] 12.362 0.003 0.254 12.361 12.417 12.478 12.561
y_rep[236] 12.605 0.004 0.318 12.599 12.657 12.721 12.804
y_rep[237] 12.650 0.003 0.253 12.652 12.710 12.767 12.848
y_rep[238] 12.613 0.003 0.207 12.610 12.669 12.732 12.809
y_rep[239] 13.480 0.004 0.287 13.476 13.533 13.591 13.668
y_rep[240] 14.045 0.003 0.212 14.043 14.101 14.161 14.244
y_rep[241] 13.520 0.003 0.226 13.520 13.578 13.636 13.717
y_rep[242] 13.454 0.003 0.221 13.453 13.510 13.568 13.648
y_rep[243] 13.520 0.003 0.234 13.522 13.577 13.634 13.718
y_rep[244] 13.557 0.003 0.207 13.558 13.612 13.671 13.755
y_rep[245] 13.858 0.003 0.239 13.858 13.912 13.971 14.050
y_rep[246] 14.450 0.003 0.214 14.451 14.507 14.566 14.652
y_rep[247] 14.059 0.003 0.230 14.065 14.121 14.176 14.255
y_rep[248] 13.695 0.003 0.206 13.692 13.748 13.809 13.891
y_rep[249] 13.833 0.003 0.232 13.832 13.890 13.947 14.028
y_rep[250] 13.532 0.003 0.232 13.533 13.589 13.650 13.727
y_rep[251] 14.149 0.003 0.239 14.151 14.206 14.263 14.344
y_rep[252] 14.539 0.003 0.220 14.541 14.598 14.654 14.736
y_rep[253] 14.559 0.003 0.217 14.559 14.614 14.675 14.754
y_rep[254] 14.147 0.003 0.220 14.149 14.204 14.263 14.349
y_rep[255] 13.739 0.003 0.259 13.739 13.799 13.858 13.940
y_rep[256] 13.703 0.003 0.209 13.702 13.758 13.820 13.899
y_rep[257] 13.951 0.003 0.209 13.946 14.005 14.063 14.145
y_rep[258] 13.934 0.003 0.219 13.936 13.992 14.051 14.130
y_rep[259] 13.617 0.003 0.221 13.618 13.676 13.735 13.816
y_rep[260] 13.599 0.003 0.208 13.598 13.655 13.711 13.802
y_rep[261] 13.518 0.003 0.223 13.517 13.570 13.631 13.714
y_rep[262] 12.410 0.003 0.218 12.414 12.467 12.528 12.611
y_rep[263] 12.125 0.003 0.202 12.127 12.183 12.237 12.319
y_rep[264] 12.368 0.003 0.219 12.367 12.427 12.482 12.559
y_rep[265] 12.454 0.003 0.221 12.454 12.512 12.571 12.650
y_rep[266] 13.436 0.003 0.209 13.435 13.492 13.550 13.629
y_rep[267] 13.165 0.003 0.230 13.168 13.226 13.287 13.360
y_rep[268] 12.710 0.003 0.233 12.712 12.768 12.829 12.910
y_rep[269] 12.578 0.003 0.206 12.582 12.635 12.694 12.770
y_rep[270] 13.034 0.003 0.234 13.036 13.093 13.155 13.233
y_rep[271] 13.537 0.003 0.211 13.537 13.593 13.654 13.736
y_rep[272] 13.756 0.003 0.211 13.756 13.812 13.872 13.955
y_rep[273] 13.564 0.003 0.210 13.563 13.623 13.684 13.768
y_rep[274] 13.469 0.003 0.238 13.474 13.529 13.589 13.666
y_rep[275] 12.822 0.003 0.209 12.816 12.873 12.929 13.011
y_rep[276] 12.658 0.003 0.239 12.659 12.716 12.778 12.865
y_rep[277] 12.701 0.003 0.208 12.702 12.760 12.818 12.897
y_rep[278] 12.871 0.003 0.237 12.866 12.924 12.986 13.072
y_rep[279] 12.853 0.003 0.203 12.851 12.910 12.968 13.050
y_rep[280] 12.910 0.003 0.209 12.916 12.973 13.030 13.108
y_rep[281] 12.805 0.003 0.205 12.807 12.862 12.920 12.993
y_rep[282] 12.626 0.003 0.244 12.627 12.684 12.746 12.829
y_rep[283] 13.244 0.003 0.230 13.241 13.300 13.357 13.437
y_rep[284] 13.078 0.003 0.239 13.077 13.135 13.193 13.275
y_rep[285] 13.582 0.003 0.218 13.583 13.639 13.697 13.776
y_rep[286] 13.685 0.003 0.223 13.684 13.741 13.798 13.875
y_rep[287] 13.489 0.003 0.218 13.486 13.544 13.604 13.692
y_rep[288] 13.208 0.003 0.206 13.207 13.266 13.325 13.407
y_rep[289] 12.823 0.003 0.232 12.825 12.879 12.938 13.023
y_rep[290] 12.733 0.003 0.218 12.731 12.789 12.849 12.927
y_rep[291] 12.901 0.003 0.206 12.900 12.954 13.012 13.093
y_rep[292] 13.053 0.003 0.225 13.055 13.114 13.176 13.245
y_rep[293] 12.803 0.003 0.237 12.806 12.863 12.922 13.006
y_rep[294] 12.637 0.003 0.208 12.635 12.691 12.756 12.842
y_rep[295] 12.943 0.003 0.227 12.947 13.005 13.063 13.149
y_rep[296] 13.471 0.003 0.204 13.473 13.531 13.589 13.670
y_rep[297] 13.173 0.003 0.218 13.171 13.228 13.289 13.370
y_rep[298] 14.520 0.003 0.205 14.522 14.578 14.638 14.708
y_rep[299] 14.646 0.003 0.213 14.647 14.702 14.762 14.846
y_rep[300] 14.933 0.004 0.280 14.938 14.994 15.050 15.135
y_rep[301] 14.884 0.003 0.234 14.885 14.941 15.000 15.076
y_rep[302] 14.884 0.003 0.215 14.881 14.942 15.004 15.088
y_rep[303] 14.779 0.003 0.213 14.780 14.839 14.896 14.973
y_rep[304] 14.884 0.003 0.255 14.882 14.941 14.996 15.077
y_rep[305] 14.858 0.003 0.227 14.860 14.915 14.976 15.059
y_rep[306] 14.619 0.003 0.265 14.616 14.675 14.735 14.818
y_rep[307] 14.639 0.003 0.240 14.636 14.697 14.759 14.839
y_rep[308] 14.620 0.003 0.216 14.617 14.674 14.731 14.818
y_rep[309] 15.561 0.003 0.268 15.558 15.615 15.673 15.758
y_rep[310] 16.015 0.003 0.254 16.013 16.070 16.127 16.209
y_rep[311] 15.765 0.003 0.206 15.764 15.819 15.878 15.957
y_rep[312] 15.704 0.003 0.242 15.704 15.761 15.821 15.903
y_rep[313] 15.864 0.003 0.245 15.863 15.921 15.977 16.059
y_rep[314] 15.689 0.003 0.203 15.686 15.744 15.804 15.884
y_rep[315] 15.353 0.003 0.220 15.352 15.409 15.469 15.549
y_rep[316] 15.222 0.003 0.213 15.222 15.275 15.333 15.418
y_rep[317] 14.907 0.003 0.214 14.907 14.962 15.020 15.104
y_rep[318] 14.709 0.003 0.252 14.714 14.770 14.826 14.898
y_rep[319] 14.817 0.003 0.216 14.816 14.870 14.931 15.019
y_rep[320] 14.067 0.004 0.318 14.071 14.128 14.184 14.262
y_rep[321] 13.146 0.003 0.219 13.144 13.199 13.261 13.342
y_rep[322] 13.081 0.003 0.233 13.083 13.140 13.199 13.276
y_rep[323] 12.590 0.004 0.287 12.588 12.644 12.703 12.785
y_rep[324] 12.824 0.003 0.214 12.824 12.881 12.941 13.019
y_rep[325] 13.131 0.005 0.354 13.133 13.188 13.248 13.330
y_rep[326] 13.247 0.002 0.193 13.244 13.302 13.359 13.437
y_rep[327] 13.573 0.003 0.201 13.572 13.628 13.684 13.760
y_rep[328] 13.498 0.003 0.213 13.495 13.551 13.613 13.685
y_rep[329] 13.517 0.003 0.203 13.519 13.574 13.632 13.711
y_rep[330] 13.550 0.003 0.217 13.547 13.604 13.663 13.746
y_rep[331] 13.580 0.003 0.217 13.579 13.636 13.699 13.781
y_rep[332] 12.897 0.003 0.232 12.897 12.955 13.014 13.094
y_rep[333] 13.467 0.003 0.233 13.469 13.528 13.589 13.668
y_rep[334] 13.616 0.003 0.233 13.616 13.673 13.733 13.814
y_rep[335] 13.408 0.003 0.221 13.408 13.463 13.521 13.609
y_rep[336] 13.208 0.003 0.227 13.207 13.265 13.325 13.407
y_rep[337] 13.177 0.003 0.228 13.178 13.234 13.295 13.374
y_rep[338] 13.696 0.003 0.261 13.697 13.753 13.810 13.890
y_rep[339] 13.881 0.003 0.206 13.879 13.934 13.995 14.076
y_rep[340] 14.155 0.003 0.226 14.154 14.212 14.268 14.348
y_rep[341] 13.818 0.003 0.209 13.818 13.875 13.930 14.008
y_rep[342] 13.947 0.003 0.205 13.949 14.006 14.065 14.140
y_rep[343] 14.220 0.003 0.205 14.222 14.277 14.335 14.413
y_rep[344] 14.036 0.003 0.224 14.033 14.092 14.150 14.230
y_rep[345] 14.253 0.003 0.226 14.254 14.313 14.370 14.447
y_rep[346] 14.519 0.003 0.220 14.522 14.582 14.640 14.720
y_rep[347] 14.057 0.003 0.210 14.060 14.117 14.176 14.258
y_rep[348] 13.998 0.003 0.230 13.994 14.052 14.112 14.198
y_rep[349] 13.807 0.003 0.236 13.810 13.868 13.929 14.008
y_rep[350] 13.891 0.003 0.204 13.892 13.950 14.011 14.090
y_rep[351] 13.982 0.003 0.229 13.987 14.045 14.101 14.182
y_rep[352] 14.449 0.003 0.215 14.451 14.506 14.563 14.645
y_rep[353] 14.476 0.003 0.233 14.476 14.534 14.591 14.671
y_rep[354] 15.324 0.003 0.219 15.326 15.381 15.440 15.520
y_rep[355] 15.349 0.004 0.335 15.353 15.409 15.467 15.550
y_rep[356] 15.396 0.003 0.224 15.400 15.455 15.513 15.593
y_rep[357] 17.348 0.003 0.211 17.344 17.408 17.467 17.548
y_rep[358] 19.065 0.003 0.215 19.066 19.123 19.180 19.262
y_rep[359] 18.209 0.003 0.220 18.207 18.266 18.326 18.408
y_rep[360] 19.037 0.003 0.213 19.038 19.096 19.153 19.233
y_rep[361] 18.971 0.003 0.218 18.972 19.025 19.087 19.168
y_rep[362] 19.088 0.003 0.216 19.092 19.147 19.207 19.286
y_rep[363] 20.081 0.003 0.231 20.080 20.139 20.196 20.277
y_rep[364] 20.471 0.004 0.261 20.469 20.529 20.590 20.676
y_rep[365] 20.078 0.003 0.216 20.081 20.140 20.196 20.274
y_rep[366] 20.306 0.003 0.206 20.307 20.362 20.419 20.495
y_rep[367] 21.046 0.003 0.221 21.052 21.107 21.164 21.240
y_rep[368] 20.939 0.003 0.200 20.943 21.002 21.058 21.137
y_rep[369] 21.426 0.003 0.222 21.425 21.485 21.543 21.626
y_rep[370] 21.807 0.003 0.223 21.810 21.869 21.926 22.005
y_rep[371] 21.370 0.003 0.222 21.368 21.426 21.483 21.561
y_rep[372] 21.954 0.004 0.274 21.955 22.012 22.071 22.151
y_rep[373] 22.185 0.003 0.197 22.186 22.244 22.300 22.378
y_rep[374] 21.923 0.003 0.224 21.921 21.977 22.037 22.114
y_rep[375] 21.959 0.003 0.209 21.957 22.015 22.075 22.153
y_rep[376] 22.057 0.003 0.229 22.059 22.116 22.177 22.261
y_rep[377] 21.946 0.003 0.233 21.946 22.002 22.058 22.143
y_rep[378] 21.896 0.003 0.242 21.896 21.954 22.013 22.093
y_rep[379] 21.575 0.003 0.242 21.577 21.636 21.687 21.773
y_rep[380] 19.542 0.003 0.236 19.546 19.605 19.665 19.744
y_rep[381] 19.961 0.003 0.211 19.957 20.018 20.076 20.161
y_rep[382] 20.665 0.003 0.200 20.666 20.723 20.778 20.860
y_rep[383] 20.311 0.003 0.212 20.312 20.368 20.427 20.516
y_rep[384] 20.001 0.003 0.211 19.998 20.056 20.121 20.197
y_rep[385] 19.797 0.003 0.209 19.795 19.855 19.914 19.991
y_rep[386] 19.356 0.003 0.269 19.357 19.415 19.470 19.554
y_rep[387] 19.850 0.003 0.214 19.851 19.910 19.968 20.048
y_rep[388] 20.339 0.003 0.255 20.343 20.400 20.460 20.543
y_rep[389] 20.019 0.003 0.216 20.019 20.079 20.138 20.216
y_rep[390] 19.469 0.003 0.238 19.470 19.528 19.585 19.670
y_rep[391] 19.285 0.003 0.211 19.285 19.344 19.400 19.476
y_rep[392] 18.606 0.003 0.272 18.601 18.659 18.718 18.801
y_rep[393] 18.924 0.003 0.247 18.925 18.981 19.042 19.121
y_rep[394] 18.943 0.003 0.218 18.945 18.998 19.058 19.138
y_rep[395] 18.583 0.003 0.232 18.586 18.644 18.703 18.784
y_rep[396] 18.097 0.003 0.251 18.100 18.159 18.218 18.295
y_rep[397] 18.036 0.003 0.228 18.030 18.091 18.152 18.237
y_rep[398] 18.031 0.003 0.213 18.033 18.090 18.150 18.226
y_rep[399] 17.901 0.003 0.226 17.904 17.959 18.020 18.103
y_rep[400] 17.505 0.003 0.226 17.503 17.561 17.620 17.702
y_rep[401] 17.694 0.003 0.226 17.691 17.749 17.805 17.885
y_rep[402] 17.573 0.003 0.213 17.574 17.633 17.690 17.771
y_rep[403] 17.272 0.003 0.217 17.272 17.330 17.390 17.474
y_rep[404] 16.750 0.003 0.238 16.751 16.807 16.868 16.953
y_rep[405] 15.959 0.003 0.217 15.957 16.014 16.071 16.153
y_rep[406] 16.084 0.003 0.259 16.086 16.146 16.204 16.281
y_rep[407] 16.398 0.003 0.210 16.395 16.455 16.516 16.597
y_rep[408] 16.214 0.004 0.339 16.215 16.271 16.330 16.406
y_rep[409] 15.948 0.003 0.224 15.951 16.008 16.063 16.147
y_rep[410] 15.376 0.003 0.237 15.374 15.430 15.491 15.568
y_rep[411] 15.156 0.003 0.205 15.153 15.213 15.274 15.358
y_rep[412] 15.323 0.003 0.199 15.322 15.378 15.441 15.520
y_rep[413] 15.323 0.003 0.218 15.323 15.381 15.440 15.522
y_rep[414] 15.029 0.003 0.215 15.032 15.088 15.146 15.223
y_rep[415] 14.972 0.003 0.216 14.971 15.028 15.086 15.170
y_rep[416] 15.119 0.003 0.249 15.119 15.174 15.234 15.316
y_rep[417] 14.825 0.003 0.222 14.825 14.881 14.942 15.017
y_rep[418] 15.067 0.003 0.207 15.064 15.125 15.188 15.262
y_rep[419] 16.065 0.003 0.218 16.067 16.124 16.183 16.259
y_rep[420] 15.863 0.003 0.204 15.863 15.921 15.978 16.056
y_rep[421] 15.652 0.003 0.211 15.650 15.709 15.764 15.843
y_rep[422] 15.281 0.003 0.258 15.279 15.336 15.398 15.482
y_rep[423] 14.925 0.003 0.216 14.925 14.983 15.043 15.124
y_rep[424] 15.435 0.003 0.223 15.435 15.493 15.554 15.629
y_rep[425] 15.907 0.003 0.254 15.903 15.960 16.020 16.101
y_rep[426] 15.890 0.003 0.209 15.889 15.946 16.005 16.086
y_rep[427] 15.902 0.003 0.217 15.904 15.960 16.019 16.098
y_rep[428] 16.024 0.003 0.224 16.021 16.077 16.137 16.217
y_rep[429] 15.719 0.004 0.271 15.722 15.779 15.837 15.914
y_rep[430] 15.792 0.003 0.213 15.792 15.849 15.908 15.986
y_rep[431] 16.126 0.003 0.238 16.128 16.188 16.247 16.322
y_rep[432] 15.918 0.003 0.215 15.921 15.980 16.036 16.113
y_rep[433] 16.180 0.003 0.214 16.179 16.239 16.299 16.375
y_rep[434] 16.472 0.003 0.221 16.468 16.526 16.582 16.667
y_rep[435] 16.181 0.003 0.207 16.181 16.235 16.294 16.378
y_rep[436] 15.901 0.003 0.224 15.904 15.962 16.022 16.100
y_rep[437] 16.310 0.003 0.208 16.312 16.373 16.427 16.506
y_rep[438] 15.915 0.003 0.215 15.917 15.974 16.032 16.107
y_rep[439] 15.722 0.003 0.222 15.719 15.776 15.836 15.917
y_rep[440] 15.767 0.003 0.223 15.767 15.824 15.880 15.960
y_rep[441] 15.630 0.003 0.223 15.633 15.689 15.747 15.825
y_rep[442] 15.283 0.003 0.220 15.283 15.341 15.402 15.487
y_rep[443] 15.508 0.003 0.254 15.505 15.563 15.624 15.708
y_rep[444] 15.181 0.003 0.271 15.179 15.235 15.291 15.372
y_rep[445] 15.123 0.003 0.232 15.122 15.180 15.239 15.322
y_rep[446] 15.727 0.003 0.220 15.725 15.785 15.847 15.928
y_rep[447] 15.678 0.003 0.210 15.678 15.736 15.795 15.876
y_rep[448] 14.709 0.003 0.212 14.707 14.767 14.824 14.903
y_rep[449] 14.868 0.003 0.232 14.873 14.927 14.984 15.062
y_rep[450] 14.671 0.003 0.232 14.670 14.728 14.786 14.867
y_rep[451] 14.439 0.003 0.218 14.440 14.495 14.552 14.637
y_rep[452] 14.349 0.003 0.234 14.348 14.406 14.462 14.539
y_rep[453] 13.994 0.003 0.252 13.996 14.051 14.109 14.190
y_rep[454] 13.624 0.003 0.231 13.626 13.683 13.740 13.816
y_rep[455] 14.837 0.003 0.229 14.833 14.890 14.951 15.035
y_rep[456] 14.884 0.003 0.209 14.889 14.944 15.001 15.081
y_rep[457] 14.731 0.003 0.224 14.730 14.786 14.848 14.926
y_rep[458] 14.861 0.003 0.218 14.861 14.917 14.979 15.056
y_rep[459] 14.947 0.003 0.252 14.945 15.005 15.064 15.146
y_rep[460] 14.448 0.003 0.234 14.448 14.506 14.563 14.646
y_rep[461] 14.811 0.003 0.214 14.810 14.871 14.932 15.016
y_rep[462] 14.568 0.003 0.198 14.569 14.628 14.684 14.765
y_rep[463] 14.138 0.003 0.205 14.137 14.195 14.250 14.336
y_rep[464] 14.121 0.003 0.237 14.123 14.179 14.238 14.323
y_rep[465] 13.837 0.003 0.203 13.838 13.894 13.951 14.031
y_rep[466] 13.843 0.003 0.216 13.845 13.900 13.960 14.043
y_rep[467] 15.420 0.003 0.223 15.419 15.481 15.539 15.623
y_rep[468] 15.061 0.003 0.223 15.058 15.114 15.176 15.259
y_rep[469] 15.239 0.003 0.202 15.243 15.296 15.355 15.433
y_rep[470] 15.700 0.003 0.248 15.699 15.756 15.815 15.900
y_rep[471] 15.971 0.003 0.211 15.970 16.027 16.087 16.167
y_rep[472] 15.619 0.003 0.215 15.620 15.677 15.735 15.814
y_rep[473] 19.094 0.003 0.211 19.093 19.152 19.209 19.290
y_rep[474] 22.133 0.003 0.218 22.132 22.194 22.254 22.336
y_rep[475] 21.787 0.003 0.210 21.790 21.849 21.905 21.986
y_rep[476] 21.830 0.003 0.204 21.829 21.887 21.946 22.030
y_rep[477] 21.577 0.003 0.217 21.574 21.632 21.693 21.775
y_rep[478] 20.609 0.003 0.221 20.608 20.668 20.727 20.805
y_rep[479] 21.443 0.003 0.210 21.445 21.505 21.563 21.638
y_rep[480] 21.243 0.003 0.213 21.243 21.302 21.363 21.444
y_rep[481] 21.079 0.004 0.283 21.088 21.145 21.203 21.281
y_rep[482] 21.022 0.003 0.212 21.018 21.076 21.138 21.218
y_rep[483] 21.279 0.003 0.226 21.278 21.339 21.399 21.480
y_rep[484] 21.323 0.005 0.363 21.328 21.385 21.449 21.522
y_rep[485] 21.599 0.003 0.224 21.592 21.653 21.714 21.799
y_rep[486] 21.793 0.003 0.207 21.795 21.852 21.914 21.990
y_rep[487] 21.421 0.003 0.224 21.415 21.474 21.534 21.618
y_rep[488] 22.386 0.003 0.226 22.385 22.445 22.504 22.589
y_rep[489] 22.167 0.003 0.225 22.166 22.226 22.285 22.369
y_rep[490] 21.456 0.003 0.219 21.455 21.513 21.575 21.656
y_rep[491] 21.503 0.003 0.225 21.501 21.559 21.620 21.702
y_rep[492] 21.199 0.003 0.208 21.201 21.259 21.315 21.395
y_rep[493] 20.763 0.003 0.209 20.765 20.823 20.883 20.960
y_rep[494] 21.137 0.003 0.205 21.133 21.189 21.251 21.336
y_rep[495] 20.982 0.003 0.214 20.983 21.040 21.100 21.176
y_rep[496] 19.073 0.003 0.222 19.070 19.130 19.194 19.282
y_rep[497] 15.846 0.004 0.313 15.848 15.908 15.966 16.057
y_rep[498] 16.445 0.003 0.218 16.442 16.507 16.569 16.652
y_rep[499] 16.640 0.003 0.218 16.638 16.701 16.764 16.843
y_rep[500] 15.702 0.003 0.205 15.702 15.756 15.815 15.896
y_rep[501] 15.850 0.003 0.228 15.853 15.910 15.967 16.054
y_rep[502] 15.439 0.003 0.214 15.441 15.499 15.557 15.635
y_rep[503] 15.630 0.003 0.220 15.630 15.685 15.744 15.826
y_rep[504] 15.654 0.003 0.208 15.654 15.713 15.774 15.849
y_rep[505] 15.262 0.003 0.212 15.263 15.321 15.378 15.459
y_rep[506] 14.950 0.003 0.202 14.949 15.005 15.063 15.140
y_rep[507] 14.781 0.003 0.217 14.780 14.838 14.898 14.982
y_rep[508] 14.196 0.003 0.208 14.197 14.257 14.314 14.392
y_rep[509] 14.490 0.003 0.250 14.489 14.549 14.607 14.693
y_rep[510] 14.137 0.003 0.217 14.137 14.195 14.255 14.336
y_rep[511] 13.570 0.003 0.223 13.565 13.624 13.684 13.761
y_rep[512] 13.699 0.003 0.219 13.698 13.757 13.819 13.897
y_rep[513] 13.266 0.003 0.218 13.267 13.326 13.385 13.463
y_rep[514] 12.844 0.003 0.200 12.846 12.900 12.961 13.035
y_rep[515] 12.882 0.003 0.218 12.880 12.939 12.997 13.078
y_rep[516] 13.204 0.003 0.205 13.201 13.259 13.319 13.404
y_rep[517] 12.816 0.003 0.232 12.814 12.870 12.929 13.013
y_rep[518] 13.021 0.003 0.235 13.025 13.083 13.142 13.222
y_rep[519] 12.980 0.003 0.207 12.982 13.038 13.095 13.171
y_rep[520] 12.386 0.003 0.230 12.381 12.440 12.500 12.579
y_rep[521] 12.702 0.003 0.213 12.702 12.762 12.817 12.899
y_rep[522] 12.567 0.004 0.304 12.565 12.621 12.677 12.756
y_rep[523] 12.342 0.003 0.231 12.344 12.403 12.462 12.540
y_rep[524] 12.188 0.003 0.246 12.189 12.246 12.306 12.386
y_rep[525] 12.295 0.003 0.212 12.297 12.355 12.417 12.496
y_rep[526] 11.792 0.003 0.207 11.793 11.853 11.911 11.988
y_rep[527] 11.729 0.003 0.237 11.729 11.788 11.845 11.924
y_rep[528] 12.245 0.003 0.225 12.242 12.300 12.362 12.449
y_rep[529] 11.998 0.003 0.224 11.997 12.055 12.116 12.198
y_rep[530] 12.292 0.003 0.225 12.295 12.353 12.407 12.489
y_rep[531] 12.107 0.003 0.218 12.106 12.162 12.221 12.302
y_rep[532] 11.458 0.003 0.226 11.462 11.520 11.577 11.649
y_rep[533] 11.712 0.003 0.212 11.713 11.772 11.829 11.909
y_rep[534] 11.877 0.003 0.218 11.872 11.933 11.991 12.066
y_rep[535] 11.674 0.003 0.247 11.673 11.734 11.793 11.869
y_rep[536] 12.664 0.003 0.214 12.661 12.719 12.780 12.861
y_rep[537] 12.266 0.003 0.225 12.266 12.321 12.382 12.465
y_rep[538] 11.831 0.003 0.214 11.828 11.886 11.945 12.023
y_rep[539] 11.869 0.003 0.227 11.871 11.928 11.982 12.064
y_rep[540] 11.558 0.003 0.202 11.556 11.611 11.669 11.751
y_rep[541] 11.497 0.003 0.226 11.496 11.554 11.615 11.696
y_rep[542] 11.580 0.003 0.235 11.584 11.641 11.696 11.772
y_rep[543] 11.338 0.003 0.214 11.337 11.394 11.452 11.531
y_rep[544] 11.148 0.003 0.211 11.145 11.199 11.261 11.350
y_rep[545] 11.704 0.003 0.214 11.702 11.757 11.820 11.903
y_rep[546] 11.323 0.003 0.216 11.321 11.379 11.438 11.518
y_rep[547] 11.374 0.003 0.218 11.376 11.431 11.487 11.561
y_rep[548] 11.296 0.004 0.286 11.296 11.352 11.411 11.490
y_rep[549] 11.620 0.003 0.221 11.621 11.678 11.738 11.820
y_rep[550] 11.550 0.003 0.240 11.549 11.606 11.665 11.743
y_rep[551] 11.264 0.003 0.229 11.264 11.321 11.381 11.463
y_rep[552] 10.989 0.003 0.251 10.990 11.048 11.107 11.190
y_rep[553] 10.852 0.003 0.208 10.853 10.909 10.968 11.049
y_rep[554] 11.038 0.003 0.222 11.039 11.094 11.153 11.230
y_rep[555] 10.975 0.003 0.213 10.974 11.033 11.089 11.170
y_rep[556] 10.427 0.003 0.230 10.426 10.483 10.542 10.622
y_rep[557] 10.245 0.003 0.249 10.244 10.300 10.359 10.437
y_rep[558] 10.332 0.003 0.227 10.333 10.390 10.447 10.528
y_rep[559] 10.063 0.003 0.210 10.059 10.115 10.178 10.258
y_rep[560] 13.251 0.003 0.227 13.253 13.314 13.372 13.454
y_rep[561] 12.796 0.003 0.260 12.803 12.860 12.914 12.992
y_rep[562] 12.646 0.003 0.239 12.649 12.706 12.765 12.844
y_rep[563] 12.993 0.003 0.207 12.994 13.052 13.110 13.185
y_rep[564] 13.469 0.003 0.230 13.469 13.527 13.585 13.659
y_rep[565] 12.970 0.003 0.247 12.971 13.027 13.090 13.165
y_rep[566] 13.195 0.003 0.217 13.196 13.253 13.313 13.388
y_rep[567] 12.919 0.003 0.211 12.918 12.977 13.038 13.123
y_rep[568] 12.513 0.003 0.221 12.517 12.575 12.632 12.711
y_rep[569] 12.852 0.003 0.222 12.851 12.909 12.965 13.040
y_rep[570] 12.715 0.003 0.233 12.715 12.769 12.831 12.911
y_rep[571] 12.678 0.003 0.209 12.676 12.735 12.793 12.874
y_rep[572] 12.311 0.003 0.200 12.310 12.365 12.425 12.503
y_rep[573] 12.359 0.003 0.210 12.361 12.419 12.477 12.555
y_rep[574] 12.104 0.003 0.214 12.102 12.159 12.218 12.300
y_rep[575] 12.319 0.003 0.217 12.320 12.376 12.438 12.521
y_rep[576] 12.065 0.003 0.257 12.062 12.119 12.175 12.253
y_rep[577] 11.974 0.003 0.226 11.975 12.031 12.088 12.169
y_rep[578] 12.344 0.003 0.216 12.343 12.404 12.464 12.542
y_rep[579] 12.342 0.003 0.225 12.344 12.401 12.457 12.531
y_rep[580] 12.039 0.003 0.215 12.042 12.098 12.163 12.240
y_rep[581] 12.134 0.003 0.225 12.135 12.192 12.252 12.337
y_rep[582] 12.172 0.003 0.213 12.172 12.229 12.288 12.371
y_rep[583] 11.015 0.003 0.233 11.015 11.073 11.136 11.218
y_rep[584] 11.062 0.003 0.222 11.062 11.120 11.180 11.264
y_rep[585] 10.847 0.003 0.206 10.848 10.904 10.964 11.045
y_rep[586] 10.473 0.003 0.207 10.476 10.535 10.592 10.675
y_rep[587] 10.601 0.003 0.202 10.600 10.658 10.718 10.799
y_rep[588] 11.234 0.003 0.220 11.235 11.293 11.350 11.431
y_rep[589] 11.260 0.003 0.245 11.261 11.319 11.378 11.454
y_rep[590] 11.542 0.003 0.214 11.542 11.599 11.658 11.739
y_rep[591] 11.598 0.003 0.256 11.602 11.656 11.716 11.799
y_rep[592] 17.704 0.003 0.254 17.704 17.788 17.869 17.965
y_rep[593] 18.662 0.003 0.218 18.661 18.719 18.781 18.858
y_rep[594] 19.196 0.003 0.222 19.195 19.257 19.320 19.398
y_rep[595] 18.579 0.003 0.220 18.581 18.639 18.697 18.775
y_rep[596] 19.075 0.003 0.218 19.075 19.131 19.193 19.277
y_rep[597] 19.430 0.003 0.259 19.430 19.488 19.549 19.633
y_rep[598] 19.299 0.003 0.246 19.293 19.353 19.414 19.499
y_rep[599] 19.598 0.003 0.207 19.601 19.659 19.716 19.793
y_rep[600] 19.392 0.003 0.209 19.391 19.447 19.505 19.589
y_rep[601] 19.470 0.003 0.224 19.471 19.527 19.581 19.659
y_rep[602] 19.584 0.003 0.236 19.584 19.639 19.700 19.787
y_rep[603] 20.438 0.003 0.208 20.438 20.495 20.554 20.637
y_rep[604] 20.193 0.003 0.262 20.195 20.256 20.317 20.394
y_rep[605] 20.014 0.003 0.211 20.015 20.074 20.130 20.212
y_rep[606] 20.360 0.003 0.211 20.366 20.424 20.484 20.558
y_rep[607] 20.401 0.003 0.218 20.404 20.461 20.518 20.596
y_rep[608] 20.441 0.003 0.230 20.436 20.494 20.553 20.637
y_rep[609] 20.722 0.003 0.208 20.718 20.777 20.839 20.924
y_rep[610] 20.390 0.003 0.212 20.392 20.446 20.505 20.584
y_rep[611] 20.723 0.003 0.223 20.725 20.785 20.840 20.917
y_rep[612] 20.422 0.003 0.215 20.423 20.481 20.539 20.618
y_rep[613] 20.094 0.003 0.219 20.095 20.153 20.212 20.288
y_rep[614] 18.240 0.003 0.228 18.240 18.297 18.360 18.436
y_rep[615] 16.399 0.003 0.232 16.401 16.461 16.521 16.600
y_rep[616] 15.423 0.003 0.203 15.422 15.480 15.539 15.617
y_rep[617] 15.677 0.003 0.220 15.677 15.734 15.795 15.876
y_rep[618] 15.218 0.003 0.229 15.213 15.274 15.335 15.415
y_rep[619] 14.652 0.003 0.214 14.653 14.709 14.768 14.845
y_rep[620] 14.646 0.003 0.223 14.646 14.708 14.766 14.849
y_rep[621] 14.738 0.003 0.208 14.742 14.800 14.858 14.937
y_rep[622] 15.261 0.003 0.259 15.262 15.319 15.379 15.463
y_rep[623] 15.418 0.003 0.221 15.420 15.477 15.536 15.612
y_rep[624] 15.137 0.003 0.217 15.136 15.194 15.253 15.330
y_rep[625] 15.098 0.003 0.204 15.096 15.151 15.213 15.296
y_rep[626] 14.534 0.003 0.222 14.532 14.590 14.648 14.731
y_rep[627] 14.394 0.003 0.218 14.395 14.451 14.509 14.589
y_rep[628] 14.098 0.003 0.258 14.097 14.153 14.211 14.297
y_rep[629] 13.804 0.003 0.230 13.799 13.856 13.918 14.002
y_rep[630] 13.777 0.003 0.219 13.779 13.836 13.895 13.975
y_rep[631] 13.355 0.003 0.255 13.356 13.412 13.473 13.557
y_rep[632] 13.389 0.003 0.240 13.392 13.450 13.506 13.582
y_rep[633] 13.434 0.003 0.212 13.433 13.494 13.551 13.637
y_rep[634] 13.230 0.003 0.203 13.233 13.289 13.347 13.426
y_rep[635] 12.762 0.003 0.228 12.766 12.824 12.883 12.963
y_rep[636] 12.688 0.003 0.215 12.689 12.744 12.805 12.883
y_rep[637] 12.263 0.003 0.219 12.264 12.321 12.379 12.456
y_rep[638] 12.752 0.003 0.229 12.752 12.810 12.872 12.956
y_rep[639] 12.972 0.003 0.207 12.973 13.029 13.088 13.170
y_rep[640] 12.794 0.003 0.241 12.796 12.850 12.906 12.988
y_rep[641] 12.580 0.003 0.219 12.579 12.635 12.696 12.774
y_rep[642] 12.807 0.003 0.214 12.809 12.864 12.924 12.998
y_rep[643] 12.509 0.003 0.229 12.508 12.567 12.626 12.708
y_rep[644] 12.342 0.003 0.203 12.341 12.399 12.460 12.540
y_rep[645] 12.338 0.003 0.221 12.332 12.392 12.453 12.537
y_rep[646] 11.934 0.003 0.213 11.936 11.992 12.051 12.134
y_rep[647] 11.941 0.003 0.216 11.939 11.999 12.059 12.141
y_rep[648] 12.048 0.003 0.221 12.050 12.106 12.164 12.246
y_rep[649] 12.381 0.003 0.243 12.380 12.436 12.497 12.579
y_rep[650] 12.423 0.003 0.208 12.429 12.487 12.541 12.619
y_rep[651] 12.532 0.003 0.230 12.530 12.586 12.647 12.731
y_rep[652] 12.456 0.003 0.258 12.457 12.514 12.571 12.647
y_rep[653] 12.479 0.003 0.219 12.480 12.535 12.592 12.676
y_rep[654] 12.505 0.004 0.272 12.504 12.563 12.624 12.705
y_rep[655] 12.535 0.003 0.230 12.535 12.591 12.651 12.731
y_rep[656] 12.488 0.003 0.254 12.487 12.543 12.604 12.685
y_rep[657] 12.518 0.003 0.213 12.519 12.575 12.632 12.713
y_rep[658] 12.527 0.004 0.284 12.526 12.584 12.640 12.722
y_rep[659] 12.565 0.003 0.217 12.564 12.627 12.684 12.762
y_rep[660] 12.358 0.003 0.208 12.362 12.418 12.473 12.551
y_rep[661] 12.000 0.003 0.219 12.002 12.060 12.117 12.193
y_rep[662] 12.125 0.003 0.248 12.125 12.183 12.242 12.326
y_rep[663] 12.121 0.003 0.201 12.120 12.176 12.235 12.316
y_rep[664] 12.441 0.003 0.207 12.441 12.496 12.558 12.635
y_rep[665] 12.733 0.003 0.234 12.734 12.789 12.847 12.926
y_rep[666] 12.204 0.003 0.211 12.207 12.263 12.317 12.401
y_rep[667] 12.424 0.003 0.219 12.426 12.480 12.540 12.622
y_rep[668] 12.058 0.003 0.222 12.060 12.115 12.175 12.250
y_rep[669] 11.884 0.003 0.217 11.884 11.942 11.997 12.080
y_rep[670] 12.079 0.003 0.257 12.081 12.135 12.195 12.275
y_rep[671] 12.377 0.003 0.216 12.377 12.435 12.491 12.573
y_rep[672] 12.145 0.003 0.208 12.144 12.200 12.257 12.336
y_rep[673] 11.863 0.003 0.205 11.862 11.919 11.982 12.063
y_rep[674] 11.915 0.003 0.209 11.916 11.975 12.030 12.111
y_rep[675] 11.778 0.003 0.208 11.779 11.835 11.895 11.972
y_rep[676] 11.909 0.003 0.247 11.910 11.966 12.025 12.104
y_rep[677] 12.062 0.003 0.212 12.066 12.124 12.180 12.260
y_rep[678] 11.533 0.003 0.212 11.531 11.589 11.649 11.728
y_rep[679] 11.518 0.003 0.246 11.517 11.575 11.631 11.714
y_rep[680] 11.111 0.003 0.238 11.107 11.166 11.225 11.306
y_rep[681] 10.902 0.003 0.237 10.905 10.964 11.019 11.100
y_rep[682] 11.240 0.003 0.223 11.239 11.298 11.357 11.434
y_rep[683] 11.508 0.003 0.238 11.506 11.568 11.625 11.706
y_rep[684] 11.256 0.003 0.231 11.254 11.310 11.370 11.451
y_rep[685] 11.030 0.003 0.215 11.031 11.090 11.147 11.224
y_rep[686] 10.884 0.003 0.221 10.879 10.939 10.997 11.088
y_rep[687] 10.612 0.003 0.217 10.617 10.673 10.730 10.808
y_rep[688] 10.958 0.003 0.220 10.962 11.019 11.075 11.154
y_rep[689] 10.765 0.003 0.226 10.769 10.826 10.886 10.961
y_rep[690] 10.906 0.003 0.234 10.909 10.966 11.024 11.105
y_rep[691] 10.900 0.003 0.203 10.900 10.954 11.019 11.095
y_rep[692] 11.008 0.003 0.223 11.008 11.064 11.122 11.202
y_rep[693] 10.681 0.003 0.232 10.680 10.738 10.798 10.879
y_rep[694] 10.667 0.003 0.213 10.666 10.721 10.777 10.858
y_rep[695] 10.602 0.003 0.213 10.598 10.655 10.714 10.798
y_rep[696] 10.467 0.003 0.220 10.468 10.527 10.587 10.667
y_rep[697] 10.322 0.003 0.195 10.325 10.379 10.435 10.511
y_rep[698] 10.161 0.003 0.245 10.159 10.215 10.274 10.359
y_rep[699] 10.435 0.003 0.218 10.438 10.494 10.552 10.625
y_rep[700] 11.137 0.003 0.202 11.138 11.196 11.252 11.335
y_rep[701] 11.030 0.003 0.210 11.032 11.090 11.150 11.224
y_rep[702] 10.871 0.003 0.213 10.869 10.924 10.982 11.065
y_rep[703] 10.939 0.003 0.213 10.936 10.993 11.051 11.133
y_rep[704] 10.876 0.003 0.222 10.878 10.931 10.991 11.072
y_rep[705] 10.860 0.003 0.221 10.855 10.912 10.969 11.054
y_rep[706] 10.752 0.003 0.225 10.751 10.810 10.866 10.947
y_rep[707] 10.981 0.003 0.219 10.977 11.033 11.093 11.179
y_rep[708] 10.901 0.003 0.209 10.902 10.961 11.016 11.097
y_rep[709] 10.746 0.003 0.219 10.747 10.804 10.864 10.949
y_rep[710] 10.758 0.003 0.240 10.760 10.818 10.875 10.965
y_rep[711] 10.595 0.003 0.219 10.595 10.650 10.712 10.790
y_rep[712] 10.458 0.003 0.215 10.456 10.513 10.573 10.656
y_rep[713] 10.249 0.003 0.220 10.249 10.307 10.368 10.442
y_rep[714] 10.132 0.003 0.222 10.133 10.192 10.246 10.330
y_rep[715] 10.016 0.003 0.239 10.018 10.073 10.133 10.213
y_rep[716] 10.106 0.003 0.226 10.105 10.161 10.224 10.305
y_rep[717] 9.796 0.003 0.237 9.800 9.859 9.916 9.992
y_rep[718] 9.679 0.003 0.220 9.680 9.739 9.795 9.876
y_rep[719] 10.047 0.003 0.218 10.047 10.104 10.163 10.241
y_rep[720] 10.096 0.003 0.243 10.093 10.154 10.216 10.300
y_rep[721] 10.476 0.003 0.212 10.471 10.531 10.590 10.672
y_rep[722] 9.760 0.003 0.230 9.759 9.816 9.874 9.955
y_rep[723] 10.159 0.004 0.343 10.154 10.210 10.269 10.348
y_rep[724] 10.472 0.003 0.217 10.474 10.528 10.582 10.660
y_rep[725] 10.557 0.003 0.203 10.555 10.616 10.674 10.751
y_rep[726] 10.665 0.003 0.220 10.664 10.722 10.780 10.863
y_rep[727] 10.352 0.003 0.220 10.352 10.408 10.468 10.546
y_rep[728] 10.433 0.003 0.235 10.436 10.493 10.550 10.634
y_rep[729] 10.429 0.003 0.218 10.430 10.486 10.543 10.626
y_rep[730] 10.624 0.003 0.218 10.620 10.678 10.741 10.824
y_rep[731] 10.609 0.003 0.207 10.607 10.667 10.725 10.812
y_rep[732] 10.657 0.003 0.215 10.654 10.714 10.775 10.859
y_rep[733] 10.500 0.003 0.211 10.496 10.556 10.613 10.693
y_rep[734] 11.306 0.003 0.204 11.306 11.365 11.421 11.501
y_rep[735] 11.617 0.003 0.236 11.619 11.676 11.735 11.811
y_rep[736] 11.338 0.004 0.273 11.333 11.391 11.451 11.533
y_rep[737] 11.380 0.003 0.231 11.379 11.437 11.499 11.574
y_rep[738] 11.484 0.003 0.231 11.481 11.539 11.597 11.680
y_rep[739] 11.388 0.004 0.318 11.387 11.446 11.501 11.587
y_rep[740] 11.727 0.003 0.225 11.729 11.789 11.845 11.927
y_rep[741] 11.608 0.003 0.225 11.610 11.668 11.725 11.807
y_rep[742] 11.751 0.003 0.212 11.752 11.808 11.867 11.952
y_rep[743] 11.767 0.003 0.218 11.766 11.825 11.887 11.969
y_rep[744] 11.562 0.003 0.211 11.560 11.619 11.678 11.759
y_rep[745] 11.646 0.003 0.211 11.644 11.702 11.761 11.841
y_rep[746] 11.347 0.003 0.228 11.343 11.402 11.464 11.544
y_rep[747] 10.938 0.003 0.228 10.936 10.996 11.054 11.136
y_rep[748] 11.061 0.003 0.216 11.063 11.118 11.177 11.259
y_rep[749] 11.205 0.003 0.225 11.207 11.263 11.322 11.404
y_rep[750] 11.252 0.003 0.214 11.248 11.309 11.369 11.453
y_rep[751] 10.851 0.004 0.315 10.849 10.907 10.967 11.046
y_rep[752] 10.767 0.003 0.207 10.766 10.820 10.880 10.962
y_rep[753] 10.989 0.003 0.213 10.987 11.044 11.105 11.185
y_rep[754] 11.281 0.003 0.211 11.284 11.340 11.398 11.478
y_rep[755] 11.550 0.003 0.203 11.550 11.607 11.665 11.741
y_rep[756] 11.215 0.003 0.226 11.214 11.273 11.330 11.408
y_rep[757] 10.614 0.003 0.224 10.617 10.673 10.730 10.809
y_rep[758] 10.488 0.003 0.220 10.487 10.544 10.605 10.684
y_rep[759] 10.721 0.003 0.217 10.721 10.779 10.835 10.913
y_rep[760] 10.439 0.003 0.203 10.440 10.499 10.555 10.634
y_rep[761] 10.570 0.003 0.225 10.571 10.626 10.681 10.762
y_rep[762] 10.985 0.003 0.232 10.984 11.043 11.102 11.185
y_rep[763] 10.502 0.003 0.215 10.504 10.558 10.619 10.702
y_rep[764] 10.448 0.003 0.234 10.448 10.506 10.568 10.651
y_rep[765] 10.206 0.003 0.224 10.207 10.258 10.319 10.405
y_rep[766] 10.325 0.003 0.217 10.328 10.382 10.438 10.522
y_rep[767] 10.125 0.003 0.241 10.122 10.179 10.238 10.321
y_rep[768] 10.303 0.003 0.244 10.300 10.358 10.420 10.501
y_rep[769] 10.264 0.003 0.226 10.268 10.326 10.384 10.464
y_rep[770] 10.092 0.003 0.213 10.091 10.150 10.208 10.289
y_rep[771] 10.251 0.003 0.220 10.253 10.309 10.366 10.444
y_rep[772] 10.220 0.003 0.210 10.222 10.276 10.336 10.412
y_rep[773] 10.210 0.003 0.229 10.211 10.268 10.325 10.411
y_rep[774] 10.809 0.003 0.216 10.809 10.866 10.923 11.011
y_rep[775] 10.622 0.003 0.218 10.622 10.678 10.735 10.822
y_rep[776] 10.296 0.003 0.218 10.298 10.355 10.414 10.488
y_rep[777] 10.170 0.003 0.221 10.170 10.227 10.286 10.365
y_rep[778] 9.876 0.003 0.217 9.875 9.934 9.994 10.071
y_rep[779] 10.389 0.003 0.201 10.389 10.446 10.507 10.585
y_rep[780] 10.281 0.004 0.281 10.283 10.339 10.399 10.475
y_rep[781] 10.005 0.003 0.254 10.005 10.062 10.117 10.194
y_rep[782] 10.142 0.003 0.204 10.143 10.198 10.257 10.336
y_rep[783] 9.917 0.003 0.235 9.919 9.977 10.032 10.111
y_rep[784] 9.900 0.003 0.225 9.899 9.958 10.018 10.097
y_rep[785] 9.659 0.003 0.236 9.657 9.716 9.777 9.857
y_rep[786] 9.618 0.003 0.226 9.619 9.679 9.737 9.815
y_rep[787] 9.556 0.003 0.212 9.557 9.614 9.671 9.753
y_rep[788] 10.004 0.003 0.207 10.005 10.064 10.124 10.204
y_rep[789] 10.478 0.003 0.255 10.479 10.537 10.599 10.674
y_rep[790] 10.297 0.004 0.333 10.299 10.357 10.416 10.497
y_rep[791] 10.042 0.003 0.210 10.047 10.103 10.160 10.238
y_rep[792] 10.106 0.003 0.247 10.102 10.160 10.220 10.301
y_rep[793] 10.016 0.003 0.213 10.019 10.075 10.134 10.214
y_rep[794] 10.587 0.003 0.230 10.586 10.643 10.701 10.779
y_rep[795] 10.461 0.003 0.221 10.463 10.519 10.576 10.661
y_rep[796] 10.173 0.003 0.214 10.170 10.229 10.290 10.370
y_rep[797] 10.042 0.003 0.212 10.040 10.099 10.160 10.244
y_rep[798] 10.338 0.003 0.223 10.337 10.394 10.452 10.535
y_rep[799] 10.452 0.003 0.219 10.452 10.507 10.565 10.647
y_rep[800] 10.339 0.003 0.209 10.338 10.395 10.456 10.530
y_rep[801] 10.355 0.003 0.216 10.356 10.411 10.468 10.546
y_rep[802] 9.884 0.003 0.259 9.885 9.944 10.007 10.088
y_rep[803] 9.943 0.003 0.210 9.946 10.005 10.061 10.146
y_rep[804] 10.366 0.003 0.223 10.365 10.423 10.481 10.560
y_rep[805] 10.206 0.003 0.205 10.210 10.267 10.322 10.401
y_rep[806] 10.254 0.003 0.208 10.255 10.312 10.369 10.447
y_rep[807] 10.323 0.003 0.247 10.321 10.380 10.435 10.513
y_rep[808] 10.258 0.003 0.230 10.259 10.314 10.377 10.459
y_rep[809] 10.217 0.003 0.236 10.216 10.276 10.332 10.411
y_rep[810] 10.595 0.005 0.371 10.590 10.646 10.705 10.788
y_rep[811] 10.013 0.003 0.227 10.017 10.076 10.136 10.215
y_rep[812] 9.554 0.003 0.223 9.552 9.608 9.665 9.750
y_rep[813] 9.824 0.003 0.242 9.823 9.879 9.934 10.015
y_rep[814] 10.146 0.004 0.280 10.147 10.204 10.261 10.340
y_rep[815] 9.863 0.003 0.210 9.865 9.923 9.976 10.054
y_rep[816] 10.127 0.003 0.208 10.126 10.184 10.242 10.326
y_rep[817] 9.659 0.003 0.221 9.661 9.719 9.776 9.857
y_rep[818] 9.605 0.003 0.215 9.606 9.661 9.720 9.802
y_rep[819] 9.635 0.003 0.217 9.634 9.692 9.747 9.830
y_rep[820] 9.464 0.003 0.226 9.462 9.522 9.581 9.666
y_rep[821] 9.414 0.003 0.227 9.416 9.473 9.529 9.609
y_rep[822] 9.670 0.003 0.231 9.668 9.722 9.782 9.863
y_rep[823] 9.614 0.003 0.210 9.615 9.673 9.733 9.808
y_rep[824] 9.467 0.003 0.207 9.465 9.525 9.580 9.664
y_rep[825] 9.257 0.003 0.225 9.254 9.314 9.374 9.455
y_rep[826] 9.733 0.003 0.262 9.736 9.792 9.851 9.935
y_rep[827] 9.782 0.003 0.221 9.779 9.835 9.897 9.980
y_rep[828] 9.522 0.003 0.214 9.521 9.577 9.635 9.718
y_rep[829] 9.494 0.003 0.224 9.491 9.548 9.608 9.693
y_rep[830] 9.667 0.003 0.226 9.669 9.724 9.783 9.857
y_rep[831] 9.654 0.003 0.219 9.653 9.710 9.769 9.845
y_rep[832] 9.889 0.003 0.220 9.888 9.948 10.006 10.088
y_rep[833] 9.854 0.003 0.214 9.851 9.909 9.968 10.047
y_rep[834] 9.999 0.003 0.204 9.997 10.058 10.117 10.194
y_rep[835] 10.104 0.003 0.222 10.102 10.159 10.222 10.307
y_rep[836] 10.125 0.003 0.219 10.121 10.178 10.237 10.321
y_rep[837] 10.177 0.003 0.215 10.177 10.234 10.291 10.371
y_rep[838] 10.058 0.003 0.217 10.062 10.119 10.177 10.259
y_rep[839] 9.844 0.003 0.216 9.843 9.901 9.964 10.045
y_rep[840] 9.828 0.003 0.207 9.827 9.884 9.940 10.022
y_rep[841] 10.113 0.003 0.213 10.112 10.170 10.227 10.301
y_rep[842] 11.547 0.003 0.214 11.547 11.606 11.664 11.745
y_rep[843] 11.211 0.003 0.213 11.209 11.265 11.325 11.406
y_rep[844] 11.429 0.003 0.213 11.428 11.484 11.546 11.634
y_rep[845] 11.344 0.003 0.214 11.345 11.401 11.459 11.539
y_rep[846] 11.575 0.003 0.212 11.574 11.628 11.688 11.769
y_rep[847] 11.932 0.003 0.236 11.934 11.991 12.052 12.131
y_rep[848] 11.930 0.003 0.222 11.928 11.986 12.040 12.119
y_rep[849] 11.742 0.003 0.217 11.740 11.801 11.860 11.939
y_rep[850] 11.921 0.003 0.208 11.916 11.975 12.033 12.115
y_rep[851] 11.993 0.003 0.221 11.991 12.050 12.111 12.196
y_rep[852] 12.123 0.003 0.199 12.122 12.180 12.241 12.322
y_rep[853] 12.004 0.003 0.212 12.003 12.063 12.122 12.205
y_rep[854] 12.110 0.003 0.223 12.109 12.167 12.229 12.307
y_rep[855] 12.016 0.003 0.244 12.015 12.070 12.127 12.207
y_rep[856] 12.049 0.003 0.206 12.046 12.102 12.164 12.239
y_rep[857] 12.031 0.003 0.240 12.034 12.093 12.153 12.228
y_rep[858] 12.514 0.004 0.294 12.517 12.574 12.634 12.712
y_rep[859] 11.989 0.003 0.213 11.991 12.047 12.103 12.181
y_rep[860] 12.044 0.003 0.205 12.042 12.104 12.163 12.246
y_rep[861] 12.014 0.003 0.219 12.013 12.069 12.128 12.214
y_rep[862] 12.271 0.003 0.219 12.272 12.331 12.392 12.471
y_rep[863] 12.292 0.003 0.221 12.288 12.347 12.407 12.487
y_rep[864] 12.193 0.003 0.222 12.192 12.250 12.304 12.383
y_rep[865] 11.609 0.003 0.226 11.609 11.668 11.727 11.812
y_rep[866] 11.883 0.003 0.206 11.882 11.941 11.999 12.084
y_rep[867] 12.158 0.003 0.226 12.159 12.219 12.278 12.361
y_rep[868] 12.095 0.003 0.216 12.094 12.150 12.208 12.291
y_rep[869] 11.735 0.003 0.228 11.734 11.790 11.849 11.931
y_rep[870] 11.808 0.004 0.292 11.812 11.868 11.921 12.001
y_rep[871] 12.590 0.003 0.235 12.587 12.646 12.705 12.788
y_rep[872] 12.608 0.003 0.226 12.605 12.660 12.720 12.805
y_rep[873] 12.566 0.003 0.208 12.567 12.623 12.683 12.761
y_rep[874] 12.724 0.003 0.216 12.728 12.785 12.842 12.918
y_rep[875] 12.489 0.003 0.220 12.489 12.546 12.603 12.683
y_rep[876] 12.450 0.003 0.203 12.451 12.509 12.569 12.645
y_rep[877] 12.347 0.003 0.223 12.345 12.404 12.460 12.536
y_rep[878] 12.387 0.003 0.243 12.383 12.442 12.502 12.579
y_rep[879] 12.359 0.003 0.240 12.358 12.415 12.474 12.561
y_rep[880] 12.164 0.003 0.201 12.165 12.220 12.279 12.357
y_rep[881] 11.874 0.003 0.218 11.873 11.932 11.992 12.067
y_rep[882] 12.002 0.003 0.211 12.004 12.058 12.116 12.197
y_rep[883] 11.840 0.003 0.228 11.841 11.896 11.952 12.029
y_rep[884] 11.866 0.003 0.214 11.869 11.926 11.985 12.063
y_rep[885] 11.818 0.003 0.203 11.815 11.870 11.929 12.010
y_rep[886] 11.899 0.003 0.263 11.897 11.955 12.014 12.097
y_rep[887] 11.758 0.003 0.205 11.758 11.816 11.878 11.953
y_rep[888] 12.006 0.003 0.246 12.011 12.068 12.125 12.201
y_rep[889] 11.730 0.003 0.248 11.734 11.790 11.847 11.925
y_rep[890] 11.439 0.003 0.230 11.443 11.499 11.560 11.636
y_rep[891] 11.509 0.003 0.210 11.509 11.567 11.625 11.705
y_rep[892] 11.283 0.003 0.217 11.284 11.342 11.403 11.483
y_rep[893] 11.001 0.003 0.211 11.002 11.058 11.119 11.205
y_rep[894] 10.412 0.003 0.270 10.416 10.475 10.533 10.614
y_rep[895] 10.108 0.003 0.213 10.107 10.161 10.219 10.302
y_rep[896] 9.893 0.003 0.214 9.889 9.948 10.006 10.084
y_rep[897] 9.924 0.003 0.212 9.929 9.985 10.043 10.126
y_rep[898] 9.642 0.003 0.216 9.641 9.696 9.756 9.840
y_rep[899] 9.790 0.003 0.205 9.786 9.844 9.903 9.981
y_rep[900] 9.752 0.003 0.211 9.749 9.808 9.866 9.944
y_rep[901] 9.648 0.003 0.222 9.648 9.705 9.765 9.847
y_rep[902] 9.721 0.003 0.216 9.722 9.778 9.835 9.916
y_rep[903] 9.859 0.003 0.197 9.858 9.914 9.972 10.051
y_rep[904] 9.831 0.003 0.209 9.831 9.889 9.952 10.030
y_rep[905] 9.705 0.003 0.224 9.709 9.763 9.824 9.899
y_rep[906] 9.990 0.003 0.225 9.989 10.044 10.102 10.189
y_rep[907] 9.613 0.003 0.210 9.617 9.673 9.731 9.804
y_rep[908] 9.578 0.003 0.217 9.578 9.635 9.693 9.774
y_rep[909] 9.331 0.003 0.226 9.338 9.392 9.450 9.534
y_rep[910] 9.343 0.003 0.211 9.347 9.403 9.464 9.539
y_rep[911] 9.311 0.003 0.211 9.315 9.372 9.432 9.504
y_rep[912] 9.767 0.003 0.240 9.767 9.826 9.883 9.962
y_rep[913] 9.542 0.003 0.231 9.544 9.600 9.656 9.735
y_rep[914] 9.253 0.003 0.233 9.255 9.313 9.370 9.444
y_rep[915] 9.701 0.003 0.227 9.703 9.759 9.815 9.895
y_rep[916] 9.560 0.003 0.219 9.558 9.615 9.676 9.753
y_rep[917] 9.500 0.003 0.221 9.502 9.559 9.616 9.698
y_rep[918] 9.372 0.003 0.217 9.373 9.432 9.491 9.571
y_rep[919] 9.376 0.003 0.217 9.375 9.432 9.490 9.574
y_rep[920] 9.030 0.003 0.221 9.031 9.087 9.148 9.222
y_rep[921] 9.195 0.003 0.224 9.191 9.249 9.305 9.391
y_rep[922] 8.985 0.003 0.229 8.982 9.042 9.100 9.180
y_rep[923] 9.012 0.003 0.214 9.011 9.068 9.128 9.212
y_rep[924] 9.285 0.003 0.218 9.287 9.343 9.403 9.484
y_rep[925] 9.265 0.003 0.241 9.267 9.325 9.381 9.458
y_rep[926] 9.230 0.003 0.216 9.232 9.288 9.345 9.428
y_rep[927] 9.268 0.003 0.214 9.266 9.326 9.385 9.467
y_rep[928] 9.555 0.003 0.212 9.555 9.611 9.666 9.748
y_rep[929] 9.289 0.003 0.215 9.289 9.347 9.405 9.492
y_rep[930] 9.855 0.003 0.210 9.853 9.910 9.967 10.052
y_rep[931] 9.900 0.003 0.205 9.899 9.953 10.010 10.095
y_rep[932] 9.756 0.003 0.216 9.759 9.816 9.871 9.954
y_rep[933] 9.566 0.003 0.224 9.566 9.621 9.679 9.761
y_rep[934] 9.422 0.003 0.211 9.423 9.479 9.539 9.619
y_rep[935] 9.419 0.003 0.206 9.419 9.477 9.539 9.617
y_rep[936] 9.734 0.003 0.236 9.732 9.790 9.847 9.921
y_rep[937] 9.882 0.003 0.215 9.888 9.945 9.999 10.073
y_rep[938] 9.546 0.003 0.206 9.545 9.600 9.659 9.739
y_rep[939] 9.543 0.003 0.233 9.542 9.599 9.658 9.734
y_rep[940] 9.390 0.003 0.213 9.389 9.449 9.506 9.586
y_rep[941] 9.373 0.003 0.209 9.375 9.430 9.486 9.563
y_rep[942] 9.357 0.003 0.213 9.357 9.414 9.471 9.553
y_rep[943] 9.540 0.003 0.206 9.539 9.599 9.655 9.738
y_rep[944] 9.199 0.008 0.635 9.193 9.251 9.311 9.393
y_rep[945] 9.198 0.003 0.221 9.198 9.256 9.311 9.396
y_rep[946] 9.208 0.003 0.246 9.207 9.266 9.327 9.413
y_rep[947] 8.826 0.003 0.226 8.829 8.884 8.943 9.022
y_rep[948] 8.776 0.003 0.211 8.779 8.834 8.895 8.974
y_rep[949] 8.456 0.003 0.224 8.458 8.517 8.575 8.653
y_rep[950] 8.261 0.003 0.225 8.268 8.323 8.382 8.457
y_rep[951] 8.132 0.003 0.209 8.131 8.189 8.247 8.329
y_rep[952] 8.481 0.004 0.288 8.481 8.537 8.596 8.675
y_rep[953] 8.174 0.003 0.229 8.171 8.231 8.293 8.374
y_rep[954] 8.444 0.003 0.230 8.442 8.499 8.558 8.642
y_rep[955] 8.493 0.003 0.206 8.493 8.550 8.610 8.684
y_rep[956] 8.437 0.003 0.217 8.438 8.495 8.554 8.631
y_rep[957] 8.388 0.003 0.211 8.389 8.441 8.502 8.583
y_rep[958] 8.364 0.003 0.223 8.365 8.421 8.479 8.558
y_rep[959] 8.214 0.003 0.237 8.214 8.272 8.333 8.415
y_rep[960] 8.555 0.003 0.230 8.554 8.613 8.672 8.752
y_rep[961] 8.995 0.003 0.230 8.995 9.052 9.115 9.194
y_rep[962] 8.693 0.003 0.211 8.691 8.749 8.809 8.892
y_rep[963] 8.742 0.003 0.223 8.739 8.797 8.856 8.937
y_rep[964] 8.612 0.003 0.205 8.612 8.668 8.728 8.808
y_rep[965] 9.139 0.003 0.241 9.139 9.194 9.256 9.335
y_rep[966] 9.177 0.003 0.207 9.178 9.235 9.296 9.381
y_rep[967] 9.307 0.003 0.249 9.309 9.365 9.426 9.507
y_rep[968] 9.291 0.003 0.223 9.293 9.351 9.407 9.491
y_rep[969] 9.356 0.003 0.217 9.360 9.415 9.472 9.557
y_rep[970] 9.515 0.003 0.230 9.513 9.571 9.632 9.714
y_rep[971] 9.985 0.003 0.202 9.984 10.043 10.101 10.180
y_rep[972] 10.044 0.003 0.238 10.045 10.100 10.160 10.243
y_rep[973] 10.377 0.003 0.231 10.377 10.438 10.499 10.579
y_rep[974] 10.454 0.003 0.230 10.456 10.514 10.574 10.650
y_rep[975] 10.518 0.003 0.217 10.517 10.573 10.633 10.717
y_rep[976] 10.465 0.003 0.212 10.463 10.520 10.578 10.661
y_rep[977] 10.436 0.003 0.229 10.437 10.493 10.554 10.635
y_rep[978] 10.391 0.003 0.229 10.393 10.448 10.507 10.591
y_rep[979] 11.040 0.003 0.209 11.042 11.099 11.155 11.236
y_rep[980] 11.041 0.003 0.224 11.043 11.102 11.158 11.236
y_rep[981] 11.075 0.003 0.227 11.076 11.130 11.187 11.268
y_rep[982] 11.376 0.003 0.249 11.379 11.438 11.496 11.574
y_rep[983] 11.542 0.003 0.246 11.539 11.596 11.656 11.743
y_rep[984] 11.501 0.003 0.215 11.503 11.558 11.616 11.694
y_rep[985] 11.768 0.003 0.244 11.766 11.826 11.883 11.966
y_rep[986] 11.705 0.003 0.217 11.705 11.764 11.821 11.901
y_rep[987] 11.666 0.003 0.247 11.665 11.725 11.781 11.865
y_rep[988] 11.633 0.003 0.219 11.631 11.685 11.744 11.824
y_rep[989] 12.169 0.003 0.213 12.166 12.226 12.286 12.366
y_rep[990] 12.806 0.003 0.212 12.805 12.865 12.924 13.005
y_rep[991] 12.833 0.003 0.216 12.835 12.893 12.950 13.026
y_rep[992] 12.721 0.003 0.254 12.723 12.778 12.836 12.916
y_rep[993] 12.618 0.003 0.229 12.620 12.676 12.733 12.813
y_rep[994] 12.656 0.003 0.263 12.655 12.712 12.775 12.850
y_rep[995] 12.595 0.003 0.211 12.593 12.651 12.711 12.797
y_rep[996] 12.360 0.003 0.244 12.360 12.417 12.477 12.556
y_rep[997] 12.418 0.003 0.240 12.418 12.475 12.533 12.614
y_rep[998] 12.138 0.003 0.233 12.144 12.198 12.255 12.334
y_rep[999] 12.104 0.003 0.211 12.105 12.160 12.218 12.296
y_rep[1000] 12.279 0.003 0.214 12.279 12.337 12.395 12.481
y_rep[1001] 12.255 0.003 0.249 12.252 12.311 12.373 12.457
y_rep[1002] 11.836 0.003 0.212 11.834 11.892 11.949 12.036
y_rep[1003] 12.251 0.003 0.214 12.253 12.309 12.361 12.441
y_rep[1004] 12.023 0.003 0.216 12.023 12.080 12.137 12.212
y_rep[1005] 11.731 0.003 0.227 11.730 11.788 11.848 11.926
y_rep[1006] 11.731 0.004 0.271 11.729 11.787 11.848 11.926
y_rep[1007] 11.920 0.003 0.208 11.920 11.978 12.037 12.118
y_rep[1008] 11.614 0.003 0.228 11.613 11.671 11.730 11.806
y_rep[1009] 11.564 0.003 0.242 11.570 11.625 11.685 11.762
y_rep[1010] 11.466 0.003 0.209 11.464 11.522 11.577 11.660
y_rep[1011] 11.292 0.003 0.236 11.295 11.350 11.408 11.485
y_rep[1012] 10.551 0.004 0.274 10.547 10.603 10.665 10.748
y_rep[1013] 10.384 0.003 0.206 10.385 10.446 10.502 10.580
y_rep[1014] 10.431 0.003 0.213 10.432 10.490 10.550 10.633
y_rep[1015] 10.351 0.003 0.210 10.353 10.409 10.468 10.547
y_rep[1016] 10.273 0.003 0.211 10.272 10.330 10.390 10.469
y_rep[1017] 10.202 0.003 0.245 10.198 10.255 10.315 10.401
y_rep[1018] 10.273 0.003 0.220 10.273 10.331 10.390 10.469
y_rep[1019] 10.539 0.003 0.214 10.536 10.595 10.654 10.736
y_rep[1020] 10.784 0.003 0.212 10.783 10.841 10.901 10.987
y_rep[1021] 11.097 0.003 0.227 11.093 11.153 11.210 11.298
y_rep[1022] 11.074 0.003 0.241 11.077 11.132 11.190 11.273
y_rep[1023] 10.729 0.003 0.200 10.729 10.786 10.844 10.927
y_rep[1024] 10.797 0.003 0.215 10.795 10.853 10.918 11.001
y_rep[1025] 11.308 0.004 0.283 11.303 11.358 11.419 11.498
y_rep[1026] 10.704 0.003 0.235 10.702 10.759 10.819 10.897
y_rep[1027] 10.703 0.003 0.224 10.703 10.758 10.816 10.899
y_rep[1028] 10.525 0.003 0.253 10.524 10.582 10.640 10.721
y_rep[1029] 10.670 0.003 0.215 10.672 10.727 10.787 10.868
y_rep[1030] 10.574 0.003 0.217 10.572 10.629 10.690 10.770
y_rep[1031] 10.476 0.003 0.233 10.481 10.537 10.596 10.675
y_rep[1032] 10.571 0.003 0.200 10.574 10.631 10.687 10.762
y_rep[1033] 10.699 0.003 0.226 10.699 10.757 10.817 10.902
y_rep[1034] 10.766 0.007 0.526 10.772 10.829 10.886 10.971
y_rep[1035] 10.720 0.003 0.217 10.718 10.776 10.836 10.922
y_rep[1036] 10.653 0.003 0.224 10.650 10.707 10.767 10.848
y_rep[1037] 10.863 0.005 0.354 10.862 10.921 10.978 11.061
y_rep[1038] 11.292 0.003 0.219 11.291 11.348 11.409 11.493
y_rep[1039] 11.466 0.003 0.217 11.466 11.526 11.580 11.659
y_rep[1040] 11.452 0.003 0.225 11.454 11.511 11.570 11.652
y_rep[1041] 11.325 0.003 0.267 11.322 11.381 11.440 11.526
y_rep[1042] 10.928 0.003 0.213 10.927 10.985 11.046 11.130
y_rep[1043] 10.889 0.003 0.230 10.891 10.945 11.005 11.086
y_rep[1044] 10.735 0.003 0.207 10.738 10.794 10.851 10.932
y_rep[1045] 10.968 0.003 0.221 10.969 11.028 11.087 11.165
y_rep[1046] 10.811 0.003 0.230 10.811 10.868 10.927 11.006
y_rep[1047] 10.692 0.003 0.237 10.690 10.747 10.808 10.893
y_rep[1048] 10.675 0.003 0.218 10.672 10.729 10.786 10.870
y_rep[1049] 10.584 0.003 0.216 10.588 10.646 10.703 10.781
y_rep[1050] 10.584 0.003 0.207 10.584 10.646 10.704 10.786
y_rep[1051] 10.817 0.003 0.225 10.809 10.870 10.928 11.016
y_rep[1052] 10.578 0.003 0.245 10.577 10.634 10.695 10.770
y_rep[1053] 10.228 0.003 0.216 10.223 10.283 10.344 10.422
y_rep[1054] 10.161 0.003 0.269 10.162 10.218 10.276 10.352
y_rep[1055] 10.123 0.003 0.206 10.128 10.185 10.243 10.322
y_rep[1056] 9.875 0.003 0.227 9.874 9.933 9.991 10.078
y_rep[1057] 10.071 0.003 0.204 10.068 10.126 10.188 10.266
y_rep[1058] 10.054 0.003 0.223 10.050 10.109 10.167 10.247
y_rep[1059] 9.729 0.003 0.220 9.730 9.789 9.844 9.924
y_rep[1060] 9.402 0.003 0.209 9.404 9.461 9.518 9.599
y_rep[1061] 8.774 0.003 0.206 8.776 8.831 8.888 8.968
y_rep[1062] 8.614 0.003 0.262 8.618 8.675 8.732 8.814
y_rep[1063] 8.892 0.003 0.217 8.895 8.951 9.009 9.097
y_rep[1064] 9.218 0.003 0.273 9.222 9.276 9.337 9.419
y_rep[1065] 9.183 0.003 0.207 9.181 9.238 9.296 9.381
y_rep[1066] 8.730 0.003 0.234 8.732 8.793 8.852 8.930
y_rep[1067] 8.709 0.004 0.284 8.710 8.767 8.824 8.905
y_rep[1068] 9.451 0.003 0.231 9.453 9.509 9.572 9.652
y_rep[1069] 9.437 0.003 0.212 9.441 9.496 9.553 9.635
y_rep[1070] 9.528 0.003 0.210 9.529 9.587 9.641 9.722
y_rep[1071] 9.429 0.003 0.218 9.424 9.484 9.543 9.623
y_rep[1072] 8.972 0.003 0.205 8.970 9.026 9.087 9.168
y_rep[1073] 8.778 0.003 0.222 8.780 8.837 8.894 8.972
y_rep[1074] 8.964 0.003 0.236 8.970 9.026 9.082 9.162
y_rep[1075] 9.086 0.003 0.225 9.086 9.141 9.203 9.287
y_rep[1076] 9.466 0.003 0.240 9.469 9.522 9.586 9.670
y_rep[1077] 9.323 0.003 0.213 9.323 9.384 9.442 9.522
y_rep[1078] 9.067 0.003 0.225 9.062 9.122 9.178 9.262
y_rep[1079] 8.980 0.004 0.275 8.978 9.037 9.097 9.178
y_rep[1080] 8.640 0.003 0.216 8.641 8.697 8.752 8.837
y_rep[1081] 8.880 0.003 0.250 8.880 8.940 9.001 9.083
y_rep[1082] 8.874 0.003 0.209 8.874 8.932 8.988 9.067
y_rep[1083] 9.106 0.003 0.213 9.104 9.161 9.220 9.303
y_rep[1084] 9.115 0.003 0.238 9.114 9.171 9.230 9.311
y_rep[1085] 8.925 0.003 0.225 8.927 8.983 9.040 9.125
y_rep[1086] 8.851 0.003 0.217 8.853 8.911 8.966 9.048
y_rep[1087] 8.681 0.003 0.235 8.679 8.738 8.797 8.870
y_rep[1088] 8.558 0.003 0.255 8.559 8.616 8.677 8.755
y_rep[1089] 8.683 0.003 0.216 8.686 8.740 8.797 8.883
y_rep[1090] 8.472 0.003 0.214 8.472 8.528 8.587 8.662
y_rep[1091] 8.057 0.003 0.203 8.056 8.114 8.174 8.256
y_rep[1092] 7.774 0.003 0.223 7.774 7.831 7.889 7.976
y_rep[1093] 7.854 0.003 0.210 7.854 7.913 7.974 8.054
y_rep[1094] 7.793 0.003 0.213 7.792 7.852 7.910 7.989
y_rep[1095] 8.855 0.003 0.233 8.855 8.914 8.974 9.047
y_rep[1096] 8.995 0.003 0.223 8.997 9.052 9.110 9.185
y_rep[1097] 9.041 0.003 0.253 9.040 9.097 9.158 9.241
y_rep[1098] 8.900 0.003 0.220 8.898 8.955 9.016 9.089
y_rep[1099] 8.878 0.003 0.215 8.874 8.934 8.991 9.071
y_rep[1100] 8.767 0.003 0.209 8.763 8.821 8.881 8.968
y_rep[1101] 8.808 0.003 0.217 8.806 8.866 8.927 9.006
y_rep[1102] 8.758 0.003 0.218 8.760 8.815 8.872 8.955
y_rep[1103] 8.554 0.003 0.211 8.552 8.610 8.665 8.744
y_rep[1104] 8.567 0.003 0.227 8.567 8.622 8.681 8.765
y_rep[1105] 8.586 0.003 0.216 8.588 8.646 8.706 8.785
y_rep[1106] 8.407 0.003 0.207 8.410 8.467 8.523 8.596
y_rep[1107] 8.562 0.003 0.240 8.562 8.620 8.678 8.759
y_rep[1108] 8.401 0.003 0.249 8.396 8.455 8.518 8.604
y_rep[1109] 8.617 0.003 0.213 8.617 8.673 8.734 8.817
y_rep[1110] 9.002 0.003 0.209 9.000 9.058 9.117 9.197
y_rep[1111] 8.996 0.004 0.291 8.996 9.053 9.106 9.182
y_rep[1112] 8.770 0.003 0.229 8.769 8.826 8.883 8.964
y_rep[1113] 8.908 0.003 0.210 8.908 8.967 9.026 9.105
y_rep[1114] 8.823 0.003 0.227 8.827 8.879 8.938 9.017
y_rep[1115] 8.700 0.003 0.212 8.702 8.760 8.817 8.896
y_rep[1116] 8.910 0.003 0.243 8.911 8.968 9.025 9.111
y_rep[1117] 9.352 0.003 0.218 9.352 9.411 9.473 9.554
y_rep[1118] 8.558 0.003 0.214 8.560 8.617 8.674 8.750
y_rep[1119] 8.652 0.003 0.216 8.649 8.708 8.770 8.849
y_rep[1120] 8.447 0.003 0.217 8.444 8.501 8.561 8.644
y_rep[1121] 8.285 0.004 0.256 8.287 8.344 8.402 8.479
y_rep[1122] 8.680 0.003 0.228 8.679 8.737 8.798 8.885
y_rep[1123] 8.652 0.003 0.222 8.652 8.713 8.774 8.850
y_rep[1124] 8.528 0.003 0.207 8.528 8.585 8.646 8.723
y_rep[1125] 9.313 0.003 0.219 9.313 9.371 9.428 9.511
y_rep[1126] 9.279 0.003 0.204 9.283 9.338 9.390 9.469
y_rep[1127] 9.404 0.003 0.217 9.404 9.461 9.519 9.596
y_rep[1128] 9.353 0.003 0.218 9.352 9.410 9.468 9.553
y_rep[1129] 9.475 0.003 0.221 9.475 9.531 9.588 9.668
y_rep[1130] 9.488 0.003 0.226 9.487 9.544 9.602 9.679
y_rep[1131] 9.582 0.003 0.233 9.582 9.639 9.699 9.775
y_rep[1132] 9.406 0.003 0.226 9.406 9.462 9.520 9.608
y_rep[1133] 9.043 0.003 0.224 9.044 9.101 9.158 9.232
y_rep[1134] 9.084 0.004 0.300 9.081 9.142 9.200 9.289
y_rep[1135] 9.440 0.003 0.250 9.441 9.498 9.555 9.638
y_rep[1136] 9.488 0.003 0.228 9.485 9.543 9.600 9.687
y_rep[1137] 9.586 0.003 0.216 9.588 9.646 9.703 9.782
y_rep[1138] 9.536 0.003 0.232 9.539 9.596 9.655 9.732
y_rep[1139] 9.502 0.003 0.221 9.500 9.558 9.617 9.701
y_rep[1140] 9.366 0.003 0.220 9.363 9.420 9.478 9.566
y_rep[1141] 9.308 0.003 0.240 9.309 9.368 9.428 9.504
y_rep[1142] 9.202 0.003 0.213 9.201 9.263 9.322 9.401
y_rep[1143] 9.249 0.003 0.261 9.252 9.308 9.366 9.448
y_rep[1144] 9.282 0.003 0.220 9.284 9.339 9.398 9.478
y_rep[1145] 9.966 0.003 0.218 9.965 10.023 10.080 10.157
y_rep[1146] 9.874 0.003 0.238 9.875 9.931 9.991 10.072
y_rep[1147] 10.419 0.003 0.222 10.415 10.473 10.535 10.615
y_rep[1148] 10.005 0.003 0.216 10.007 10.063 10.119 10.205
y_rep[1149] 10.643 0.003 0.202 10.642 10.702 10.756 10.838
y_rep[1150] 10.401 0.003 0.226 10.405 10.459 10.515 10.597
y_rep[1151] 10.378 0.003 0.221 10.382 10.437 10.498 10.580
y_rep[1152] 10.316 0.003 0.208 10.318 10.373 10.431 10.511
y_rep[1153] 10.225 0.003 0.228 10.224 10.282 10.338 10.420
y_rep[1154] 10.506 0.003 0.201 10.507 10.566 10.623 10.701
y_rep[1155] 11.999 0.003 0.242 11.995 12.053 12.113 12.202
y_rep[1156] 11.226 0.003 0.221 11.225 11.280 11.343 11.428
y_rep[1157] 11.048 0.003 0.246 11.045 11.102 11.161 11.246
y_rep[1158] 11.173 0.003 0.234 11.172 11.229 11.288 11.375
y_rep[1159] 11.049 0.003 0.217 11.046 11.102 11.161 11.249
y_rep[1160] 10.982 0.003 0.225 10.981 11.042 11.104 11.175
y_rep[1161] 11.127 0.003 0.229 11.125 11.181 11.238 11.318
y_rep[1162] 10.966 0.003 0.205 10.964 11.020 11.076 11.159
y_rep[1163] 10.906 0.003 0.210 10.908 10.968 11.025 11.107
y_rep[1164] 10.991 0.003 0.216 10.989 11.046 11.104 11.187
y_rep[1165] 11.044 0.003 0.216 11.046 11.104 11.163 11.238
y_rep[1166] 11.048 0.006 0.432 11.041 11.097 11.158 11.235
y_rep[1167] 11.204 0.003 0.222 11.205 11.260 11.316 11.396
y_rep[1168] 10.854 0.003 0.227 10.854 10.909 10.969 11.048
y_rep[1169] 10.679 0.003 0.217 10.678 10.735 10.794 10.869
y_rep[1170] 10.567 0.003 0.215 10.560 10.619 10.680 10.766
y_rep[1171] 10.368 0.003 0.237 10.369 10.429 10.487 10.558
y_rep[1172] 9.944 0.003 0.211 9.947 10.003 10.060 10.137
y_rep[1173] 10.258 0.003 0.228 10.257 10.312 10.375 10.457
y_rep[1174] 10.149 0.003 0.218 10.151 10.209 10.268 10.348
y_rep[1175] 10.129 0.003 0.227 10.127 10.183 10.241 10.321
y_rep[1176] 10.193 0.003 0.216 10.192 10.251 10.309 10.389
y_rep[1177] 9.998 0.003 0.230 9.995 10.053 10.113 10.194
y_rep[1178] 9.468 0.003 0.217 9.468 9.525 9.584 9.664
y_rep[1179] 9.627 0.003 0.212 9.627 9.681 9.742 9.822
y_rep[1180] 9.713 0.003 0.218 9.713 9.771 9.832 9.913
y_rep[1181] 9.635 0.003 0.215 9.630 9.687 9.749 9.831
y_rep[1182] 9.572 0.003 0.262 9.570 9.626 9.687 9.762
y_rep[1183] 9.495 0.003 0.224 9.494 9.552 9.610 9.691
y_rep[1184] 9.970 0.003 0.215 9.969 10.027 10.085 10.160
y_rep[1185] 10.059 0.003 0.237 10.058 10.116 10.175 10.258
y_rep[1186] 9.936 0.003 0.227 9.934 9.993 10.051 10.126
y_rep[1187] 9.717 0.003 0.226 9.717 9.774 9.832 9.910
y_rep[1188] 10.213 0.003 0.220 10.213 10.271 10.333 10.418
y_rep[1189] 10.296 0.003 0.250 10.295 10.354 10.412 10.493
y_rep[1190] 10.060 0.003 0.227 10.063 10.119 10.178 10.262
y_rep[1191] 10.194 0.003 0.237 10.196 10.250 10.311 10.393
y_rep[1192] 10.023 0.005 0.384 10.025 10.084 10.141 10.223
y_rep[1193] 10.302 0.003 0.207 10.303 10.360 10.415 10.498
y_rep[1194] 10.443 0.003 0.212 10.446 10.501 10.565 10.643
y_rep[1195] 10.216 0.003 0.232 10.217 10.271 10.330 10.413
y_rep[1196] 11.373 0.003 0.231 11.377 11.436 11.492 11.572
y_rep[1197] 11.513 0.003 0.235 11.517 11.573 11.633 11.713
y_rep[1198] 11.304 0.003 0.207 11.302 11.359 11.416 11.501
y_rep[1199] 11.388 0.003 0.218 11.387 11.446 11.503 11.583
y_rep[1200] 11.488 0.003 0.242 11.491 11.547 11.607 11.691
y_rep[1201] 11.285 0.003 0.253 11.284 11.342 11.403 11.489
y_rep[1202] 11.108 0.003 0.233 11.106 11.163 11.223 11.304
y_rep[1203] 11.219 0.003 0.206 11.219 11.275 11.335 11.412
y_rep[1204] 11.022 0.003 0.214 11.021 11.079 11.140 11.221
y_rep[1205] 11.006 0.003 0.232 11.006 11.064 11.124 11.202
y_rep[1206] 11.056 0.003 0.194 11.055 11.110 11.171 11.247
y_rep[1207] 10.906 0.003 0.220 10.907 10.964 11.020 11.105
y_rep[1208] 10.863 0.005 0.352 10.861 10.917 10.974 11.058
y_rep[1209] 11.005 0.003 0.212 11.004 11.064 11.120 11.196
y_rep[1210] 10.958 0.003 0.201 10.957 11.014 11.074 11.152
y_rep[1211] 10.539 0.002 0.194 10.540 10.595 10.652 10.728
y_rep[1212] 10.644 0.003 0.200 10.645 10.704 10.761 10.841
y_rep[1213] 10.589 0.003 0.212 10.591 10.648 10.704 10.788
y_rep[1214] 10.579 0.003 0.222 10.577 10.635 10.694 10.777
y_rep[1215] 11.091 0.003 0.213 11.093 11.152 11.209 11.291
y_rep[1216] 11.063 0.003 0.222 11.061 11.119 11.177 11.254
y_rep[1217] 10.736 0.005 0.371 10.739 10.796 10.853 10.935
y_rep[1218] 10.691 0.003 0.207 10.695 10.751 10.809 10.886
y_rep[1219] 9.840 0.003 0.239 9.834 9.896 9.957 10.033
y_rep[1220] 9.528 0.003 0.248 9.530 9.587 9.643 9.722
y_rep[1221] 10.021 0.003 0.226 10.020 10.079 10.136 10.216
y_rep[1222] 10.426 0.003 0.226 10.429 10.485 10.546 10.625
y_rep[1223] 9.823 0.003 0.216 9.822 9.882 9.943 10.020
y_rep[1224] 10.016 0.003 0.218 10.017 10.073 10.132 10.212
y_rep[1225] 9.841 0.003 0.229 9.842 9.903 9.960 10.042
y_rep[1226] 9.917 0.003 0.205 9.917 9.973 10.031 10.118
y_rep[1227] 10.244 0.003 0.232 10.240 10.298 10.360 10.442
y_rep[1228] 10.267 0.003 0.223 10.271 10.328 10.388 10.468
y_rep[1229] 10.053 0.003 0.211 10.052 10.108 10.167 10.244
y_rep[1230] 9.933 0.003 0.221 9.933 9.993 10.050 10.130
y_rep[1231] 9.738 0.003 0.214 9.736 9.793 9.852 9.932
y_rep[1232] 9.694 0.003 0.231 9.696 9.750 9.807 9.881
y_rep[1233] 9.563 0.003 0.213 9.566 9.623 9.679 9.758
y_rep[1234] 9.535 0.003 0.213 9.533 9.592 9.648 9.730
y_rep[1235] 9.436 0.002 0.190 9.436 9.492 9.553 9.627
y_rep[1236] 9.247 0.003 0.228 9.245 9.299 9.358 9.435
y_rep[1237] 9.359 0.003 0.199 9.359 9.414 9.476 9.555
y_rep[1238] 9.073 0.003 0.222 9.073 9.133 9.192 9.275
y_rep[1239] 9.297 0.003 0.212 9.300 9.356 9.411 9.488
y_rep[1240] 9.095 0.003 0.205 9.093 9.150 9.207 9.288
y_rep[1241] 9.060 0.003 0.215 9.059 9.114 9.180 9.259
y_rep[1242] 9.238 0.003 0.233 9.238 9.293 9.350 9.428
y_rep[1243] 9.273 0.003 0.214 9.277 9.331 9.385 9.466
y_rep[1244] 8.997 0.003 0.204 8.992 9.052 9.114 9.192
y_rep[1245] 8.869 0.006 0.463 8.861 8.921 8.979 9.067
y_rep[1246] 9.076 0.003 0.214 9.076 9.133 9.193 9.272
y_rep[1247] 8.967 0.003 0.218 8.968 9.024 9.083 9.166
y_rep[1248] 8.754 0.003 0.237 8.752 8.811 8.873 8.949
y_rep[1249] 8.678 0.003 0.231 8.680 8.736 8.793 8.874
y_rep[1250] 8.443 0.003 0.208 8.445 8.504 8.562 8.638
y_rep[1251] 8.279 0.003 0.237 8.282 8.339 8.397 8.476
y_rep[1252] 8.292 0.003 0.231 8.291 8.350 8.410 8.490
y_rep[1253] 8.220 0.003 0.224 8.219 8.277 8.335 8.416
y_rep[1254] 8.422 0.003 0.228 8.420 8.477 8.536 8.617
y_rep[1255] 8.254 0.003 0.208 8.252 8.305 8.362 8.445
y_rep[1256] 8.294 0.003 0.209 8.296 8.353 8.409 8.486
y_rep[1257] 9.390 0.003 0.224 9.393 9.448 9.502 9.582
y_rep[1258] 9.570 0.003 0.199 9.566 9.624 9.683 9.766
y_rep[1259] 9.371 0.003 0.211 9.368 9.427 9.486 9.561
y_rep[1260] 9.467 0.003 0.205 9.467 9.523 9.583 9.661
y_rep[1261] 9.216 0.003 0.230 9.216 9.272 9.329 9.413
y_rep[1262] 8.791 0.003 0.232 8.792 8.848 8.905 8.983
y_rep[1263] 9.053 0.002 0.195 9.056 9.113 9.170 9.246
y_rep[1264] 9.338 0.003 0.235 9.339 9.396 9.459 9.543
y_rep[1265] 9.035 0.003 0.246 9.036 9.091 9.151 9.234
y_rep[1266] 8.849 0.003 0.202 8.846 8.907 8.967 9.048
y_rep[1267] 8.948 0.003 0.210 8.948 9.005 9.063 9.145
y_rep[1268] 8.851 0.003 0.225 8.853 8.912 8.970 9.050
y_rep[1269] 8.864 0.003 0.206 8.866 8.922 8.982 9.057
y_rep[1270] 9.079 0.003 0.218 9.079 9.138 9.195 9.270
y_rep[1271] 9.132 0.003 0.207 9.133 9.191 9.248 9.323
y_rep[1272] 9.163 0.003 0.221 9.162 9.219 9.278 9.362
y_rep[1273] 9.252 0.003 0.226 9.253 9.311 9.373 9.448
y_rep[1274] 9.391 0.003 0.216 9.388 9.448 9.507 9.590
y_rep[1275] 9.337 0.003 0.225 9.339 9.399 9.455 9.530
y_rep[1276] 9.382 0.003 0.215 9.381 9.438 9.497 9.583
y_rep[1277] 9.272 0.003 0.226 9.270 9.329 9.390 9.476
y_rep[1278] 9.217 0.003 0.210 9.219 9.278 9.337 9.417
y_rep[1279] 9.106 0.003 0.212 9.102 9.158 9.220 9.304
y_rep[1280] 8.674 0.003 0.226 8.673 8.731 8.789 8.867
y_rep[1281] 8.532 0.003 0.250 8.533 8.591 8.647 8.727
y_rep[1282] 8.866 0.003 0.237 8.865 8.919 8.979 9.062
y_rep[1283] 8.586 0.003 0.226 8.591 8.646 8.701 8.784
y_rep[1284] 8.450 0.003 0.238 8.448 8.506 8.562 8.641
y_rep[1285] 8.585 0.003 0.222 8.586 8.641 8.699 8.779
y_rep[1286] 8.216 0.003 0.251 8.216 8.272 8.331 8.408
y_rep[1287] 8.014 0.003 0.208 8.014 8.072 8.129 8.209
y_rep[1288] 9.185 0.003 0.265 9.180 9.240 9.297 9.377
y_rep[1289] 8.959 0.003 0.221 8.960 9.018 9.073 9.152
y_rep[1290] 8.916 0.003 0.225 8.918 8.974 9.036 9.121
y_rep[1291] 8.992 0.003 0.216 8.992 9.049 9.107 9.187
y_rep[1292] 8.831 0.003 0.241 8.831 8.890 8.950 9.028
y_rep[1293] 8.507 0.003 0.208 8.510 8.566 8.622 8.700
y_rep[1294] 8.450 0.003 0.228 8.448 8.507 8.568 8.647
y_rep[1295] 8.333 0.003 0.246 8.335 8.391 8.450 8.532
y_rep[1296] 8.165 0.003 0.224 8.170 8.226 8.290 8.370
y_rep[1297] 8.101 0.003 0.228 8.105 8.161 8.216 8.291
y_rep[1298] 8.097 0.003 0.243 8.095 8.149 8.210 8.298
y_rep[1299] 7.787 0.003 0.212 7.790 7.845 7.902 7.986
y_rep[1300] 7.987 0.003 0.221 7.987 8.045 8.101 8.177
y_rep[1301] 7.704 0.003 0.225 7.703 7.760 7.817 7.902
y_rep[1302] 7.881 0.003 0.209 7.878 7.933 7.993 8.073
y_rep[1303] 7.903 0.003 0.218 7.906 7.963 8.019 8.097
y_rep[1304] 7.930 0.003 0.210 7.927 7.984 8.042 8.123
y_rep[1305] 7.938 0.003 0.236 7.934 7.991 8.050 8.140
y_rep[1306] 8.266 0.004 0.302 8.266 8.327 8.387 8.465
y_rep[1307] 8.075 0.003 0.216 8.071 8.130 8.192 8.267
y_rep[1308] 8.007 0.003 0.216 8.009 8.065 8.122 8.204
y_rep[1309] 8.038 0.003 0.240 8.037 8.093 8.151 8.238
y_rep[1310] 8.312 0.003 0.223 8.310 8.366 8.427 8.505
y_rep[1311] 7.813 0.003 0.210 7.813 7.872 7.930 8.013
y_rep[1312] 8.395 0.003 0.215 8.392 8.451 8.509 8.593
y_rep[1313] 8.282 0.003 0.215 8.281 8.338 8.400 8.482
y_rep[1314] 8.392 0.003 0.218 8.395 8.450 8.509 8.586
y_rep[1315] 8.307 0.004 0.286 8.307 8.365 8.425 8.506
y_rep[1316] 8.228 0.003 0.221 8.227 8.284 8.343 8.426
y_rep[1317] 8.426 0.003 0.241 8.426 8.485 8.541 8.620
y_rep[1318] 8.423 0.003 0.203 8.426 8.481 8.538 8.614
y_rep[1319] 9.489 0.003 0.211 9.488 9.546 9.606 9.686
y_rep[1320] 9.697 0.003 0.211 9.696 9.752 9.813 9.896
y_rep[1321] 9.539 0.003 0.245 9.541 9.598 9.654 9.729
y_rep[1322] 9.635 0.003 0.244 9.636 9.693 9.754 9.833
y_rep[1323] 9.525 0.003 0.224 9.529 9.585 9.644 9.722
y_rep[1324] 9.592 0.003 0.233 9.591 9.650 9.707 9.784
y_rep[1325] 10.051 0.003 0.253 10.050 10.110 10.168 10.256
y_rep[1326] 9.757 0.003 0.222 9.756 9.813 9.874 9.949
y_rep[1327] 9.643 0.003 0.231 9.646 9.703 9.761 9.836
y_rep[1328] 9.623 0.003 0.204 9.623 9.679 9.739 9.827
y_rep[1329] 9.503 0.003 0.200 9.501 9.559 9.617 9.701
y_rep[1330] 9.702 0.003 0.225 9.702 9.758 9.815 9.900
y_rep[1331] 10.031 0.003 0.202 10.029 10.085 10.146 10.228
y_rep[1332] 9.816 0.003 0.227 9.815 9.875 9.934 10.011
y_rep[1333] 9.650 0.003 0.211 9.652 9.709 9.769 9.847
y_rep[1334] 9.596 0.003 0.211 9.598 9.651 9.708 9.795
y_rep[1335] 9.447 0.003 0.213 9.448 9.504 9.563 9.643
y_rep[1336] 9.844 0.003 0.235 9.843 9.897 9.958 10.044
y_rep[1337] 9.921 0.003 0.221 9.917 9.976 10.038 10.126
y_rep[1338] 9.632 0.003 0.213 9.631 9.690 9.752 9.830
y_rep[1339] 9.623 0.003 0.229 9.621 9.678 9.738 9.816
y_rep[1340] 9.686 0.005 0.401 9.692 9.752 9.809 9.889
y_rep[1341] 9.732 0.003 0.231 9.734 9.793 9.853 9.940
y_rep[1342] 9.910 0.003 0.235 9.911 9.968 10.026 10.107
y_rep[1343] 9.893 0.003 0.243 9.890 9.948 10.004 10.088
y_rep[1344] 9.935 0.003 0.202 9.934 9.992 10.050 10.131
y_rep[1345] 9.758 0.003 0.211 9.757 9.816 9.872 9.949
y_rep[1346] 9.796 0.003 0.220 9.794 9.854 9.911 9.989
y_rep[1347] 9.665 0.003 0.237 9.666 9.724 9.783 9.865
y_rep[1348] 9.611 0.003 0.225 9.611 9.668 9.725 9.805
y_rep[1349] 9.507 0.003 0.214 9.505 9.563 9.623 9.706
y_rep[1350] 9.694 0.003 0.234 9.690 9.750 9.808 9.886
y_rep[1351] 9.753 0.003 0.219 9.756 9.813 9.872 9.956
y_rep[1352] 9.711 0.003 0.228 9.710 9.768 9.825 9.904
y_rep[1353] 9.976 0.003 0.212 9.976 10.033 10.090 10.169
y_rep[1354] 9.865 0.003 0.226 9.867 9.923 9.982 10.067
y_rep[1355] 9.726 0.003 0.215 9.727 9.785 9.847 9.920
y_rep[1356] 9.756 0.003 0.200 9.756 9.813 9.871 9.950
y_rep[1357] 9.900 0.003 0.205 9.899 9.957 10.014 10.096
y_rep[1358] 9.835 0.008 0.641 9.827 9.882 9.945 10.024
y_rep[1359] 9.371 0.003 0.229 9.372 9.427 9.489 9.569
y_rep[1360] 9.229 0.003 0.208 9.230 9.288 9.346 9.423
y_rep[1361] 8.773 0.003 0.264 8.769 8.829 8.885 8.967
y_rep[1362] 8.684 0.003 0.236 8.682 8.739 8.801 8.882
y_rep[1363] 8.723 0.003 0.246 8.730 8.787 8.843 8.918
y_rep[1364] 8.497 0.003 0.213 8.496 8.555 8.613 8.698
y_rep[1365] 8.541 0.003 0.228 8.541 8.597 8.655 8.735
y_rep[1366] 8.066 0.003 0.249 8.067 8.123 8.180 8.258
y_rep[1367] 8.172 0.003 0.220 8.172 8.227 8.286 8.373
y_rep[1368] 7.888 0.003 0.238 7.890 7.948 8.011 8.094
y_rep[1369] 7.926 0.003 0.206 7.927 7.984 8.045 8.127
y_rep[1370] 7.722 0.003 0.254 7.721 7.780 7.838 7.917
y_rep[1371] 7.542 0.003 0.256 7.542 7.600 7.662 7.743
y_rep[1372] 8.021 0.003 0.211 8.020 8.078 8.141 8.217
y_rep[1373] 8.297 0.003 0.204 8.296 8.355 8.410 8.488
y_rep[1374] 7.994 0.003 0.214 7.995 8.051 8.107 8.191
y_rep[1375] 7.877 0.003 0.207 7.879 7.938 7.992 8.073
y_rep[1376] 7.774 0.003 0.209 7.773 7.829 7.890 7.967
y_rep[1377] 7.671 0.003 0.221 7.672 7.729 7.787 7.865
y_rep[1378] 7.757 0.003 0.213 7.759 7.813 7.871 7.950
y_rep[1379] 7.810 0.003 0.211 7.810 7.868 7.926 8.004
y_rep[1380] 7.482 0.003 0.207 7.480 7.539 7.594 7.668
y_rep[1381] 7.836 0.003 0.219 7.839 7.896 7.949 8.030
y_rep[1382] 8.137 0.003 0.232 8.132 8.191 8.249 8.327
y_rep[1383] 8.018 0.003 0.219 8.019 8.078 8.138 8.212
y_rep[1384] 8.461 0.003 0.214 8.462 8.520 8.577 8.652
y_rep[1385] 8.631 0.003 0.244 8.632 8.686 8.743 8.826
y_rep[1386] 8.435 0.003 0.208 8.433 8.491 8.550 8.636
y_rep[1387] 8.491 0.003 0.269 8.491 8.548 8.606 8.694
y_rep[1388] 8.412 0.003 0.240 8.414 8.473 8.531 8.608
y_rep[1389] 8.301 0.003 0.220 8.298 8.355 8.413 8.496
y_rep[1390] 8.374 0.003 0.212 8.376 8.433 8.488 8.564
y_rep[1391] 8.348 0.003 0.221 8.347 8.404 8.467 8.549
y_rep[1392] 8.256 0.003 0.226 8.254 8.311 8.373 8.457
y_rep[1393] 8.243 0.003 0.225 8.241 8.298 8.357 8.439
y_rep[1394] 8.118 0.003 0.223 8.121 8.178 8.235 8.314
y_rep[1395] 7.853 0.003 0.232 7.852 7.909 7.966 8.045
y_rep[1396] 8.244 0.003 0.205 8.245 8.303 8.357 8.440
y_rep[1397] 8.115 0.003 0.243 8.113 8.169 8.229 8.307
y_rep[1398] 8.780 0.003 0.217 8.781 8.840 8.894 8.980
y_rep[1399] 9.807 0.003 0.226 9.807 9.864 9.926 10.005
y_rep[1400] 9.356 0.003 0.224 9.357 9.415 9.476 9.557
y_rep[1401] 9.561 0.003 0.213 9.562 9.618 9.680 9.757
y_rep[1402] 9.823 0.003 0.200 9.827 9.882 9.941 10.019
y_rep[1403] 10.000 0.003 0.219 10.002 10.059 10.118 10.194
y_rep[1404] 9.881 0.003 0.206 9.880 9.939 9.999 10.081
y_rep[1405] 9.764 0.003 0.209 9.766 9.823 9.880 9.964
y_rep[1406] 9.790 0.003 0.210 9.792 9.849 9.908 9.988
y_rep[1407] 9.660 0.003 0.228 9.658 9.717 9.777 9.858
y_rep[1408] 9.758 0.003 0.210 9.758 9.815 9.875 9.956
y_rep[1409] 10.018 0.003 0.223 10.020 10.076 10.136 10.220
y_rep[1410] 9.961 0.003 0.215 9.961 10.020 10.074 10.155
y_rep[1411] 10.214 0.003 0.218 10.219 10.272 10.333 10.404
y_rep[1412] 10.111 0.003 0.231 10.111 10.168 10.226 10.309
y_rep[1413] 10.208 0.003 0.205 10.210 10.268 10.328 10.405
y_rep[1414] 10.898 0.003 0.218 10.900 10.960 11.018 11.093
y_rep[1415] 13.588 0.003 0.223 13.594 13.652 13.713 13.791
y_rep[1416] 13.286 0.003 0.220 13.283 13.343 13.401 13.481
y_rep[1417] 13.653 0.003 0.217 13.649 13.709 13.767 13.848
y_rep[1418] 13.767 0.004 0.315 13.764 13.825 13.887 13.966
y_rep[1419] 13.994 0.003 0.213 13.994 14.049 14.107 14.190
y_rep[1420] 14.736 0.003 0.214 14.739 14.795 14.854 14.933
y_rep[1421] 14.631 0.003 0.222 14.629 14.686 14.744 14.822
y_rep[1422] 14.509 0.003 0.208 14.510 14.569 14.629 14.708
y_rep[1423] 15.066 0.003 0.199 15.064 15.118 15.176 15.258
y_rep[1424] 18.493 0.003 0.210 18.495 18.554 18.611 18.688
y_rep[1425] 17.949 0.003 0.202 17.950 18.008 18.069 18.148
y_rep[1426] 17.275 0.003 0.207 17.273 17.330 17.389 17.468
y_rep[1427] 17.957 0.003 0.210 17.960 18.020 18.082 18.162
y_rep[1428] 18.029 0.004 0.280 18.031 18.091 18.151 18.230
y_rep[1429] 17.629 0.003 0.222 17.629 17.686 17.744 17.821
y_rep[1430] 17.791 0.003 0.203 17.792 17.851 17.905 17.981
y_rep[1431] 18.546 0.003 0.207 18.544 18.603 18.664 18.742
y_rep[1432] 18.514 0.003 0.235 18.513 18.569 18.628 18.713
y_rep[1433] 18.893 0.003 0.222 18.897 18.956 19.016 19.090
y_rep[1434] 18.395 0.003 0.224 18.398 18.455 18.512 18.589
y_rep[1435] 18.436 0.004 0.292 18.433 18.490 18.551 18.626
y_rep[1436] 18.236 0.003 0.217 18.234 18.291 18.350 18.432
y_rep[1437] 18.268 0.003 0.230 18.264 18.325 18.383 18.465
y_rep[1438] 17.822 0.004 0.315 17.831 17.888 17.944 18.021
y_rep[1439] 18.180 0.004 0.301 18.177 18.235 18.297 18.374
y_rep[1440] 17.768 0.003 0.218 17.769 17.825 17.885 17.968
y_rep[1441] 17.658 0.003 0.210 17.659 17.712 17.771 17.856
y_rep[1442] 16.981 0.003 0.212 16.978 17.039 17.098 17.180
y_rep[1443] 16.860 0.003 0.226 16.861 16.922 16.986 17.067
y_rep[1444] 16.983 0.003 0.229 16.982 17.038 17.101 17.183
y_rep[1445] 16.870 0.003 0.225 16.870 16.930 16.987 17.067
y_rep[1446] 15.854 0.003 0.210 15.858 15.912 15.971 16.052
y_rep[1447] 14.555 0.003 0.222 14.557 14.616 14.675 14.751
y_rep[1448] 14.433 0.003 0.206 14.430 14.488 14.544 14.632
y_rep[1449] 14.336 0.003 0.214 14.335 14.392 14.454 14.536
y_rep[1450] 13.476 0.003 0.251 13.477 13.535 13.593 13.672
y_rep[1451] 14.970 0.003 0.219 14.969 15.030 15.090 15.167
y_rep[1452] 14.709 0.004 0.283 14.714 14.768 14.827 14.912
y_rep[1453] 15.505 0.003 0.243 15.507 15.562 15.620 15.698
y_rep[1454] 15.425 0.003 0.229 15.428 15.487 15.547 15.628
y_rep[1455] 15.528 0.004 0.284 15.530 15.589 15.647 15.729
y_rep[1456] 15.945 0.003 0.212 15.946 16.005 16.060 16.142
y_rep[1457] 16.249 0.003 0.206 16.248 16.306 16.364 16.440
y_rep[1458] 15.804 0.003 0.208 15.803 15.861 15.920 16.000
y_rep[1459] 16.094 0.003 0.215 16.094 16.150 16.208 16.290
y_rep[1460] 16.285 0.003 0.217 16.287 16.345 16.401 16.483
log_lik[1] 0.233 0.001 0.077 0.233 0.268 0.297 0.331
log_lik[2] -2.785 0.001 0.091 -2.781 -2.745 -2.707 -2.670
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log_lik[4] -0.832 0.001 0.092 -0.833 -0.792 -0.755 -0.712
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log_lik[6] -0.225 0.001 0.109 -0.224 -0.177 -0.132 -0.086
log_lik[7] 0.568 0.002 0.132 0.574 0.633 0.682 0.733
log_lik[8] -1.871 0.003 0.173 -1.872 -1.795 -1.725 -1.648
log_lik[9] -0.411 0.001 0.091 -0.412 -0.372 -0.334 -0.293
log_lik[10] 0.660 0.001 0.078 0.663 0.696 0.727 0.760
log_lik[11] 0.809 0.001 0.069 0.811 0.841 0.867 0.896
log_lik[12] 1.130 0.000 0.033 1.131 1.145 1.157 1.172
log_lik[13] -0.463 0.001 0.106 -0.462 -0.418 -0.377 -0.327
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log_lik[15] -0.246 0.003 0.209 -0.246 -0.150 -0.066 0.028
log_lik[16] 0.986 0.001 0.047 0.987 1.008 1.027 1.046
log_lik[17] 1.126 0.001 0.035 1.127 1.142 1.155 1.169
log_lik[18] 0.331 0.001 0.097 0.333 0.375 0.414 0.456
log_lik[19] 0.104 0.001 0.088 0.104 0.143 0.178 0.218
log_lik[20] 0.941 0.001 0.061 0.944 0.970 0.993 1.017
log_lik[21] -1.677 0.001 0.081 -1.677 -1.641 -1.608 -1.572
log_lik[22] 1.094 0.000 0.034 1.095 1.109 1.123 1.137
log_lik[23] -1.607 0.001 0.084 -1.607 -1.571 -1.535 -1.498
log_lik[24] 1.106 0.000 0.035 1.107 1.122 1.135 1.150
log_lik[25] 0.060 0.001 0.083 0.061 0.096 0.130 0.167
log_lik[26] 0.715 0.001 0.083 0.718 0.754 0.786 0.819
log_lik[27] -0.597 0.001 0.101 -0.596 -0.553 -0.512 -0.467
log_lik[28] 0.377 0.002 0.121 0.381 0.433 0.479 0.530
log_lik[29] 0.101 0.001 0.068 0.103 0.132 0.158 0.188
log_lik[30] -0.502 0.001 0.089 -0.502 -0.461 -0.425 -0.387
log_lik[31] 1.119 0.000 0.034 1.120 1.134 1.148 1.162
log_lik[32] 1.024 0.001 0.048 1.025 1.047 1.065 1.083
log_lik[33] 1.137 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[34] 0.033 0.001 0.057 0.033 0.059 0.082 0.105
log_lik[35] 1.045 0.001 0.073 1.054 1.083 1.107 1.129
log_lik[36] -0.722 0.001 0.070 -0.722 -0.691 -0.663 -0.633
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log_lik[39] 0.378 0.001 0.060 0.379 0.406 0.429 0.454
log_lik[40] 1.120 0.000 0.032 1.120 1.134 1.147 1.160
log_lik[41] 1.124 0.000 0.031 1.125 1.138 1.150 1.163
log_lik[42] 0.995 0.001 0.041 0.996 1.014 1.030 1.048
log_lik[43] -1.760 0.001 0.067 -1.760 -1.730 -1.703 -1.673
log_lik[44] 0.805 0.001 0.068 0.807 0.837 0.863 0.890
log_lik[45] -0.071 0.001 0.074 -0.070 -0.038 -0.008 0.023
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log_lik[48] 1.136 0.000 0.030 1.136 1.149 1.161 1.174
log_lik[49] -1.639 0.001 0.092 -1.640 -1.599 -1.562 -1.520
log_lik[50] 0.614 0.001 0.077 0.616 0.650 0.680 0.711
log_lik[51] 0.014 0.001 0.094 0.014 0.056 0.095 0.134
log_lik[52] -0.367 0.001 0.096 -0.368 -0.326 -0.286 -0.241
log_lik[53] 0.928 0.000 0.036 0.928 0.944 0.958 0.974
log_lik[54] 0.524 0.001 0.052 0.525 0.547 0.568 0.592
log_lik[55] 0.816 0.001 0.068 0.818 0.848 0.875 0.902
log_lik[56] 0.570 0.001 0.047 0.570 0.591 0.610 0.631
log_lik[57] -0.597 0.001 0.092 -0.598 -0.557 -0.519 -0.477
log_lik[58] -0.190 0.001 0.064 -0.189 -0.161 -0.135 -0.107
log_lik[59] 0.221 0.001 0.061 0.221 0.249 0.274 0.299
log_lik[60] 0.797 0.001 0.041 0.797 0.816 0.832 0.849
log_lik[61] 0.785 0.002 0.135 0.794 0.852 0.902 0.949
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log_lik[65] 0.232 0.001 0.064 0.234 0.262 0.286 0.312
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log_lik[68] 1.084 0.000 0.032 1.084 1.099 1.111 1.125
log_lik[69] 1.098 0.001 0.036 1.099 1.115 1.129 1.145
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log_lik[71] 0.695 0.001 0.060 0.697 0.724 0.746 0.770
log_lik[72] 0.480 0.001 0.090 0.482 0.522 0.557 0.593
log_lik[73] 0.526 0.001 0.042 0.527 0.545 0.562 0.580
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log_lik[77] 0.793 0.000 0.033 0.795 0.809 0.822 0.836
log_lik[78] 1.038 0.000 0.030 1.038 1.052 1.064 1.077
log_lik[79] 0.216 0.001 0.052 0.217 0.240 0.259 0.283
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log_lik[81] -1.100 0.001 0.060 -1.101 -1.073 -1.048 -1.022
log_lik[82] 1.051 0.000 0.029 1.051 1.064 1.076 1.088
log_lik[83] 1.123 0.000 0.030 1.123 1.136 1.148 1.161
log_lik[84] 1.139 0.000 0.030 1.139 1.152 1.164 1.178
log_lik[85] 1.006 0.000 0.032 1.006 1.021 1.033 1.048
log_lik[86] 0.765 0.001 0.060 0.767 0.793 0.816 0.840
log_lik[87] 0.263 0.001 0.084 0.265 0.302 0.334 0.369
log_lik[88] 1.091 0.000 0.030 1.091 1.105 1.116 1.131
log_lik[89] 0.380 0.001 0.060 0.381 0.407 0.431 0.455
log_lik[90] 0.937 0.001 0.060 0.940 0.966 0.990 1.012
log_lik[91] 0.966 0.000 0.035 0.966 0.981 0.995 1.010
log_lik[92] 1.070 0.000 0.030 1.070 1.083 1.095 1.109
log_lik[93] 0.457 0.001 0.043 0.456 0.477 0.494 0.511
log_lik[94] 0.777 0.001 0.042 0.778 0.796 0.813 0.832
log_lik[95] 0.434 0.001 0.056 0.434 0.460 0.483 0.507
log_lik[96] 0.899 0.001 0.044 0.900 0.919 0.936 0.956
log_lik[97] 1.089 0.000 0.031 1.090 1.103 1.115 1.129
log_lik[98] 1.017 0.001 0.037 1.018 1.034 1.048 1.063
log_lik[99] 0.814 0.000 0.036 0.814 0.830 0.846 0.862
log_lik[100] 1.137 0.000 0.030 1.138 1.150 1.162 1.176
log_lik[101] 1.110 0.000 0.034 1.110 1.125 1.138 1.154
log_lik[102] 1.075 0.000 0.033 1.074 1.089 1.103 1.117
log_lik[103] -2.303 0.001 0.072 -2.301 -2.270 -2.240 -2.212
log_lik[104] 0.802 0.001 0.084 0.805 0.840 0.875 0.909
log_lik[105] 0.282 0.001 0.062 0.283 0.310 0.335 0.361
log_lik[106] 1.116 0.000 0.031 1.116 1.129 1.142 1.156
log_lik[107] 1.060 0.000 0.030 1.060 1.073 1.085 1.099
log_lik[108] 0.714 0.001 0.045 0.714 0.735 0.753 0.771
log_lik[109] 0.496 0.001 0.058 0.497 0.523 0.547 0.570
log_lik[110] -1.359 0.001 0.079 -1.359 -1.324 -1.293 -1.257
log_lik[111] 1.069 0.000 0.031 1.069 1.083 1.096 1.109
log_lik[112] 0.970 0.001 0.038 0.971 0.987 1.002 1.018
log_lik[113] 1.069 0.001 0.044 1.070 1.089 1.105 1.123
log_lik[114] 0.935 0.000 0.029 0.935 0.947 0.959 0.972
log_lik[115] 0.724 0.001 0.053 0.725 0.749 0.770 0.792
log_lik[116] 1.043 0.001 0.051 1.045 1.068 1.087 1.107
log_lik[117] -0.538 0.001 0.080 -0.538 -0.502 -0.471 -0.437
log_lik[118] 1.073 0.000 0.030 1.073 1.087 1.098 1.112
log_lik[119] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[120] 0.914 0.000 0.030 0.914 0.927 0.939 0.952
log_lik[121] -1.530 0.001 0.061 -1.530 -1.504 -1.478 -1.450
log_lik[122] 0.610 0.001 0.047 0.610 0.631 0.650 0.671
log_lik[123] 1.061 0.000 0.031 1.061 1.075 1.087 1.100
log_lik[124] 1.130 0.000 0.030 1.130 1.144 1.155 1.169
log_lik[125] 0.964 0.001 0.058 0.967 0.991 1.014 1.038
log_lik[126] 0.430 0.001 0.062 0.430 0.458 0.482 0.508
log_lik[127] 1.082 0.001 0.034 1.082 1.098 1.111 1.126
log_lik[128] -0.632 0.001 0.059 -0.632 -0.606 -0.582 -0.556
log_lik[129] 0.812 0.001 0.046 0.813 0.834 0.851 0.870
log_lik[130] 0.821 0.000 0.035 0.821 0.837 0.851 0.865
log_lik[131] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[132] 1.135 0.000 0.030 1.135 1.148 1.159 1.173
log_lik[133] 0.703 0.001 0.054 0.704 0.728 0.749 0.772
log_lik[134] 0.356 0.001 0.044 0.357 0.376 0.393 0.413
log_lik[135] -0.234 0.001 0.052 -0.233 -0.211 -0.190 -0.167
log_lik[136] -0.044 0.001 0.055 -0.044 -0.020 0.003 0.027
log_lik[137] 0.739 0.001 0.064 0.741 0.769 0.794 0.822
log_lik[138] 0.674 0.001 0.052 0.675 0.698 0.718 0.739
log_lik[139] 1.121 0.000 0.030 1.121 1.134 1.146 1.158
log_lik[140] 0.313 0.001 0.053 0.314 0.337 0.360 0.382
log_lik[141] -2.140 0.001 0.095 -2.139 -2.098 -2.061 -2.019
log_lik[142] 1.022 0.001 0.038 1.023 1.039 1.054 1.071
log_lik[143] 1.070 0.000 0.029 1.070 1.082 1.094 1.107
log_lik[144] -2.747 0.001 0.076 -2.746 -2.712 -2.683 -2.649
log_lik[145] 0.627 0.001 0.062 0.628 0.655 0.679 0.706
log_lik[146] 1.092 0.000 0.030 1.092 1.105 1.117 1.130
log_lik[147] -0.489 0.001 0.069 -0.489 -0.459 -0.430 -0.401
log_lik[148] -0.247 0.001 0.057 -0.247 -0.222 -0.200 -0.174
log_lik[149] -0.030 0.001 0.059 -0.030 -0.004 0.019 0.044
log_lik[150] 0.392 0.001 0.041 0.393 0.411 0.426 0.444
log_lik[151] 0.457 0.001 0.058 0.457 0.483 0.506 0.530
log_lik[152] 0.307 0.001 0.058 0.308 0.334 0.358 0.382
log_lik[153] 1.040 0.000 0.034 1.041 1.056 1.068 1.084
log_lik[154] 0.460 0.001 0.048 0.460 0.480 0.499 0.522
log_lik[155] 0.050 0.001 0.052 0.051 0.073 0.094 0.118
log_lik[156] -1.436 0.001 0.092 -1.435 -1.395 -1.358 -1.318
log_lik[157] 0.759 0.001 0.060 0.761 0.787 0.810 0.836
log_lik[158] 1.114 0.000 0.030 1.113 1.126 1.139 1.152
log_lik[159] 1.117 0.000 0.030 1.117 1.130 1.142 1.156
log_lik[160] -0.016 0.001 0.069 -0.015 0.016 0.041 0.071
log_lik[161] -0.460 0.001 0.063 -0.460 -0.432 -0.406 -0.378
log_lik[162] 1.104 0.000 0.032 1.104 1.119 1.131 1.145
log_lik[163] 1.077 0.000 0.029 1.077 1.090 1.102 1.115
log_lik[164] 1.124 0.000 0.031 1.124 1.137 1.149 1.163
log_lik[165] 0.793 0.000 0.034 0.793 0.808 0.821 0.835
log_lik[166] 1.140 0.000 0.030 1.140 1.153 1.164 1.178
log_lik[167] 0.911 0.000 0.029 0.911 0.924 0.935 0.948
log_lik[168] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[169] -9.579 0.006 0.408 -9.568 -9.393 -9.235 -9.060
log_lik[170] -4.425 0.006 0.374 -4.435 -4.275 -4.116 -3.940
log_lik[171] -0.408 0.002 0.121 -0.407 -0.354 -0.306 -0.254
log_lik[172] 0.790 0.001 0.088 0.792 0.832 0.865 0.900
log_lik[173] -2.333 0.001 0.107 -2.333 -2.285 -2.241 -2.194
log_lik[174] 0.262 0.001 0.090 0.262 0.302 0.338 0.376
log_lik[175] -0.739 0.003 0.174 -0.740 -0.662 -0.594 -0.514
log_lik[176] -2.705 0.002 0.119 -2.703 -2.652 -2.604 -2.554
log_lik[177] -0.296 0.002 0.125 -0.297 -0.240 -0.189 -0.135
log_lik[178] -0.074 0.001 0.096 -0.074 -0.030 0.008 0.052
log_lik[179] 0.941 0.002 0.113 0.954 1.002 1.038 1.074
log_lik[180] 0.018 0.002 0.149 0.021 0.087 0.143 0.206
log_lik[181] -0.388 0.001 0.099 -0.388 -0.345 -0.304 -0.259
log_lik[182] -0.006 0.002 0.118 -0.005 0.047 0.094 0.147
log_lik[183] -1.538 0.002 0.110 -1.541 -1.490 -1.446 -1.392
log_lik[184] 1.008 0.001 0.074 1.015 1.046 1.071 1.096
log_lik[185] -1.528 0.001 0.095 -1.528 -1.488 -1.450 -1.406
log_lik[186] -2.079 0.001 0.094 -2.080 -2.039 -1.999 -1.956
log_lik[187] -0.231 0.002 0.108 -0.230 -0.185 -0.139 -0.094
log_lik[188] 0.629 0.001 0.068 0.630 0.660 0.687 0.714
log_lik[189] 0.710 0.002 0.103 0.716 0.761 0.798 0.839
log_lik[190] -1.076 0.001 0.100 -1.078 -1.032 -0.990 -0.947
log_lik[191] 0.658 0.004 0.229 0.684 0.778 0.861 0.938
log_lik[192] -8.398 0.005 0.355 -8.386 -8.233 -8.093 -7.952
log_lik[193] -0.451 0.002 0.138 -0.451 -0.392 -0.335 -0.276
log_lik[194] 1.051 0.001 0.052 1.054 1.077 1.096 1.114
log_lik[195] 0.932 0.001 0.045 0.933 0.953 0.970 0.988
log_lik[196] -0.425 0.002 0.134 -0.426 -0.365 -0.310 -0.255
log_lik[197] 0.432 0.001 0.049 0.432 0.454 0.474 0.495
log_lik[198] 1.132 0.000 0.032 1.133 1.146 1.159 1.172
log_lik[199] 0.531 0.002 0.100 0.534 0.577 0.615 0.657
log_lik[200] 0.645 0.001 0.061 0.646 0.674 0.697 0.723
log_lik[201] 1.065 0.000 0.031 1.066 1.079 1.091 1.104
log_lik[202] 0.155 0.001 0.052 0.156 0.180 0.199 0.221
log_lik[203] -4.812 0.002 0.157 -4.805 -4.740 -4.680 -4.614
log_lik[204] 0.498 0.002 0.154 0.503 0.570 0.629 0.694
log_lik[205] 0.436 0.001 0.097 0.438 0.480 0.516 0.558
log_lik[206] 0.382 0.002 0.116 0.383 0.435 0.480 0.528
log_lik[207] -1.812 0.001 0.072 -1.812 -1.781 -1.752 -1.720
log_lik[208] 0.179 0.001 0.062 0.180 0.208 0.232 0.260
log_lik[209] 1.131 0.000 0.032 1.132 1.146 1.158 1.172
log_lik[210] 0.994 0.001 0.050 0.996 1.017 1.036 1.056
log_lik[211] -0.450 0.001 0.091 -0.449 -0.409 -0.374 -0.335
log_lik[212] 0.907 0.001 0.042 0.908 0.927 0.943 0.961
log_lik[213] 0.579 0.001 0.080 0.581 0.617 0.649 0.679
log_lik[214] 0.324 0.001 0.051 0.326 0.348 0.368 0.389
log_lik[215] 1.118 0.000 0.032 1.118 1.132 1.145 1.158
log_lik[216] 0.456 0.004 0.281 0.473 0.596 0.702 0.809
log_lik[217] 0.843 0.001 0.058 0.844 0.870 0.891 0.915
log_lik[218] 0.174 0.001 0.091 0.174 0.215 0.251 0.292
log_lik[219] 0.615 0.001 0.047 0.616 0.637 0.656 0.675
log_lik[220] 0.970 0.000 0.035 0.971 0.986 1.000 1.015
log_lik[221] 0.476 0.001 0.066 0.477 0.506 0.532 0.560
log_lik[222] -0.880 0.001 0.089 -0.883 -0.841 -0.804 -0.765
log_lik[223] 0.333 0.001 0.055 0.335 0.358 0.378 0.401
log_lik[224] 0.899 0.001 0.046 0.901 0.921 0.938 0.958
log_lik[225] 1.079 0.001 0.045 1.082 1.100 1.117 1.134
log_lik[226] 0.340 0.003 0.160 0.342 0.411 0.479 0.544
log_lik[227] 0.778 0.001 0.052 0.779 0.803 0.822 0.843
log_lik[228] 0.699 0.001 0.074 0.701 0.733 0.761 0.791
log_lik[229] 1.056 0.000 0.030 1.055 1.069 1.081 1.094
log_lik[230] 1.132 0.000 0.031 1.132 1.145 1.157 1.171
log_lik[231] 0.794 0.001 0.041 0.794 0.813 0.829 0.847
log_lik[232] 1.086 0.001 0.045 1.089 1.107 1.123 1.141
log_lik[233] 0.726 0.001 0.039 0.727 0.745 0.760 0.776
log_lik[234] 1.133 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[235] 0.274 0.001 0.070 0.275 0.305 0.334 0.361
log_lik[236] 0.148 0.001 0.068 0.150 0.179 0.206 0.234
log_lik[237] 0.502 0.001 0.052 0.503 0.525 0.547 0.568
log_lik[238] 1.116 0.000 0.029 1.116 1.129 1.141 1.153
log_lik[239] -3.842 0.001 0.115 -3.839 -3.789 -3.746 -3.698
log_lik[240] 1.007 0.001 0.040 1.008 1.026 1.041 1.059
log_lik[241] 1.106 0.000 0.030 1.107 1.120 1.132 1.145
log_lik[242] 1.137 0.000 0.030 1.137 1.150 1.162 1.174
log_lik[243] 1.082 0.000 0.032 1.083 1.096 1.109 1.123
log_lik[244] 0.720 0.001 0.054 0.721 0.745 0.767 0.789
log_lik[245] 0.745 0.001 0.057 0.746 0.772 0.794 0.819
log_lik[246] 0.404 0.001 0.099 0.406 0.450 0.489 0.530
log_lik[247] 0.860 0.001 0.044 0.861 0.880 0.897 0.916
log_lik[248] 0.941 0.000 0.034 0.941 0.956 0.969 0.984
log_lik[249] -1.258 0.001 0.078 -1.258 -1.223 -1.192 -1.156
log_lik[250] 1.125 0.000 0.030 1.126 1.139 1.151 1.164
log_lik[251] -0.227 0.001 0.080 -0.227 -0.190 -0.159 -0.125
log_lik[252] 1.105 0.001 0.036 1.106 1.122 1.136 1.150
log_lik[253] 0.951 0.001 0.039 0.952 0.969 0.984 1.000
log_lik[254] 0.645 0.001 0.043 0.645 0.665 0.682 0.700
log_lik[255] 0.981 0.001 0.042 0.983 1.001 1.018 1.034
log_lik[256] 1.134 0.000 0.031 1.134 1.147 1.160 1.173
log_lik[257] 1.066 0.001 0.040 1.067 1.085 1.100 1.116
log_lik[258] 0.339 0.001 0.076 0.341 0.374 0.404 0.437
log_lik[259] 0.525 0.001 0.057 0.525 0.551 0.575 0.599
log_lik[260] -0.152 0.001 0.063 -0.153 -0.124 -0.098 -0.072
log_lik[261] 0.714 0.000 0.037 0.714 0.730 0.746 0.761
log_lik[262] -0.046 0.002 0.152 -0.044 0.024 0.083 0.147
log_lik[263] -0.104 0.001 0.084 -0.104 -0.067 -0.032 0.004
log_lik[264] 1.107 0.000 0.029 1.107 1.120 1.132 1.144
log_lik[265] -3.530 0.001 0.104 -3.526 -3.482 -3.441 -3.399
log_lik[266] 0.061 0.002 0.121 0.062 0.114 0.163 0.216
log_lik[267] 1.122 0.000 0.030 1.122 1.135 1.147 1.160
log_lik[268] 0.387 0.001 0.050 0.387 0.411 0.430 0.450
log_lik[269] 1.138 0.000 0.030 1.139 1.152 1.163 1.176
log_lik[270] 0.731 0.001 0.081 0.732 0.770 0.802 0.833
log_lik[271] 1.051 0.000 0.034 1.051 1.066 1.080 1.094
log_lik[272] -2.148 0.001 0.072 -2.147 -2.116 -2.088 -2.057
log_lik[273] -2.358 0.001 0.072 -2.357 -2.326 -2.296 -2.264
log_lik[274] -0.400 0.001 0.084 -0.400 -0.363 -0.329 -0.294
log_lik[275] 1.068 0.000 0.029 1.068 1.081 1.092 1.105
log_lik[276] 1.134 0.000 0.031 1.134 1.148 1.160 1.173
log_lik[277] 0.833 0.001 0.042 0.834 0.852 0.868 0.887
log_lik[278] 1.103 0.000 0.030 1.103 1.116 1.128 1.140
log_lik[279] -0.342 0.001 0.063 -0.341 -0.314 -0.288 -0.260
log_lik[280] 1.096 0.000 0.030 1.096 1.109 1.122 1.135
log_lik[281] 0.881 0.001 0.036 0.881 0.898 0.911 0.928
log_lik[282] -0.444 0.001 0.057 -0.444 -0.419 -0.396 -0.371
log_lik[283] 0.237 0.001 0.053 0.238 0.260 0.282 0.306
log_lik[284] -0.407 0.001 0.062 -0.408 -0.379 -0.354 -0.327
log_lik[285] 0.493 0.001 0.045 0.493 0.514 0.531 0.550
log_lik[286] 0.895 0.001 0.046 0.896 0.916 0.934 0.954
log_lik[287] 0.541 0.001 0.047 0.542 0.562 0.582 0.602
log_lik[288] -0.950 0.001 0.060 -0.951 -0.923 -0.900 -0.874
log_lik[289] 1.109 0.000 0.031 1.109 1.122 1.134 1.148
log_lik[290] 0.922 0.000 0.035 0.922 0.938 0.951 0.967
log_lik[291] 0.384 0.001 0.052 0.385 0.407 0.428 0.451
log_lik[292] -0.706 0.001 0.058 -0.706 -0.681 -0.657 -0.632
log_lik[293] 1.011 0.001 0.047 1.012 1.032 1.050 1.071
log_lik[294] -0.084 0.001 0.052 -0.084 -0.061 -0.040 -0.018
log_lik[295] 1.061 0.000 0.030 1.061 1.074 1.086 1.099
log_lik[296] -3.677 0.001 0.113 -3.673 -3.624 -3.581 -3.536
log_lik[297] -0.436 0.002 0.136 -0.440 -0.379 -0.321 -0.260
log_lik[298] -0.838 0.001 0.086 -0.839 -0.799 -0.765 -0.727
log_lik[299] 0.910 0.001 0.039 0.911 0.928 0.944 0.961
log_lik[300] 0.672 0.001 0.069 0.674 0.705 0.731 0.759
log_lik[301] 1.033 0.000 0.035 1.034 1.048 1.062 1.077
log_lik[302] 1.123 0.000 0.031 1.124 1.137 1.149 1.163
log_lik[303] 1.137 0.000 0.030 1.137 1.151 1.162 1.175
log_lik[304] -0.285 0.001 0.085 -0.284 -0.246 -0.211 -0.176
log_lik[305] 0.592 0.001 0.063 0.594 0.621 0.646 0.673
log_lik[306] 0.677 0.001 0.053 0.678 0.701 0.722 0.745
log_lik[307] 1.045 0.000 0.035 1.044 1.060 1.074 1.090
log_lik[308] -0.862 0.001 0.072 -0.862 -0.829 -0.801 -0.770
log_lik[309] 0.710 0.001 0.060 0.712 0.739 0.761 0.785
log_lik[310] 0.664 0.001 0.066 0.666 0.695 0.720 0.748
log_lik[311] 0.549 0.001 0.090 0.552 0.591 0.625 0.664
log_lik[312] 0.466 0.001 0.069 0.467 0.498 0.525 0.554
log_lik[313] 0.555 0.001 0.061 0.557 0.583 0.606 0.632
log_lik[314] 1.118 0.000 0.032 1.119 1.132 1.145 1.158
log_lik[315] 0.941 0.001 0.054 0.943 0.967 0.988 1.008
log_lik[316] 1.139 0.000 0.030 1.138 1.152 1.164 1.177
log_lik[317] 1.137 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[318] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[319] -2.005 0.001 0.079 -2.004 -1.970 -1.938 -1.905
log_lik[320] 1.128 0.001 0.035 1.129 1.144 1.156 1.171
log_lik[321] 1.059 0.001 0.069 1.069 1.095 1.117 1.137
log_lik[322] 1.117 0.000 0.031 1.117 1.131 1.143 1.156
log_lik[323] 0.554 0.001 0.062 0.556 0.584 0.608 0.634
log_lik[324] 0.059 0.001 0.062 0.059 0.087 0.112 0.138
log_lik[325] -1.785 0.001 0.065 -1.784 -1.756 -1.730 -1.702
log_lik[326] 1.077 0.001 0.040 1.079 1.096 1.111 1.127
log_lik[327] -0.166 0.001 0.079 -0.165 -0.130 -0.098 -0.067
log_lik[328] -1.684 0.001 0.066 -1.682 -1.654 -1.628 -1.599
log_lik[329] 0.886 0.000 0.034 0.887 0.902 0.915 0.930
log_lik[330] 1.134 0.000 0.030 1.134 1.148 1.159 1.172
log_lik[331] -0.796 0.001 0.069 -0.796 -0.765 -0.739 -0.707
log_lik[332] 0.700 0.002 0.099 0.704 0.746 0.785 0.824
log_lik[333] -0.089 0.003 0.167 -0.087 -0.015 0.053 0.123
log_lik[334] -0.455 0.002 0.113 -0.454 -0.404 -0.359 -0.307
log_lik[335] 1.109 0.001 0.034 1.110 1.124 1.138 1.152
log_lik[336] 1.093 0.000 0.030 1.093 1.106 1.118 1.131
log_lik[337] 0.285 0.001 0.046 0.285 0.307 0.324 0.343
log_lik[338] 0.497 0.001 0.077 0.497 0.532 0.564 0.596
log_lik[339] 0.181 0.001 0.051 0.181 0.205 0.224 0.246
log_lik[340] 1.090 0.000 0.032 1.091 1.105 1.118 1.132
log_lik[341] 0.536 0.001 0.059 0.536 0.563 0.587 0.612
log_lik[342] 0.962 0.001 0.038 0.963 0.979 0.995 1.011
log_lik[343] 0.357 0.001 0.058 0.358 0.383 0.407 0.431
log_lik[344] 0.713 0.001 0.045 0.714 0.734 0.752 0.771
log_lik[345] 0.218 0.001 0.076 0.219 0.253 0.285 0.318
log_lik[346] 1.140 0.000 0.030 1.140 1.153 1.165 1.179
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log_lik[414] 0.995 0.001 0.041 0.996 1.014 1.029 1.046
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log_lik[431] 0.690 0.001 0.071 0.691 0.723 0.751 0.782
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log_lik[439] 1.111 0.000 0.034 1.111 1.127 1.139 1.154
log_lik[440] 0.341 0.001 0.076 0.343 0.375 0.406 0.436
log_lik[441] 1.049 0.001 0.055 1.052 1.075 1.095 1.117
log_lik[442] 0.028 0.001 0.085 0.028 0.067 0.101 0.137
log_lik[443] 1.101 0.000 0.034 1.102 1.117 1.129 1.144
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log_lik[476] 0.751 0.001 0.109 0.758 0.803 0.844 0.887
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log_lik[480] 0.722 0.002 0.119 0.729 0.780 0.824 0.872
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log_lik[604] 1.064 0.002 0.093 1.088 1.116 1.134 1.152
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log_lik[606] 1.128 0.001 0.035 1.130 1.144 1.157 1.171
log_lik[607] 1.131 0.000 0.033 1.131 1.146 1.158 1.172
log_lik[608] 1.024 0.001 0.063 1.029 1.056 1.078 1.099
log_lik[609] 0.842 0.001 0.093 0.847 0.887 0.923 0.959
log_lik[610] -2.036 0.002 0.117 -2.037 -1.986 -1.939 -1.884
log_lik[611] 0.834 0.001 0.100 0.840 0.883 0.921 0.959
log_lik[612] 0.791 0.001 0.106 0.795 0.842 0.881 0.923
log_lik[613] -2.991 0.002 0.131 -2.989 -2.932 -2.879 -2.824
log_lik[614] -4.117 0.003 0.180 -4.111 -4.035 -3.966 -3.893
log_lik[615] -0.964 0.001 0.100 -0.963 -0.920 -0.879 -0.837
log_lik[616] 0.434 0.003 0.219 0.443 0.541 0.625 0.708
log_lik[617] 0.492 0.003 0.207 0.507 0.593 0.672 0.751
log_lik[618] -2.428 0.002 0.130 -2.426 -2.370 -2.322 -2.262
log_lik[619] 1.136 0.000 0.031 1.137 1.150 1.162 1.175
log_lik[620] 1.104 0.000 0.033 1.104 1.118 1.131 1.145
log_lik[621] 0.114 0.002 0.129 0.116 0.171 0.222 0.275
log_lik[622] 0.924 0.001 0.040 0.925 0.942 0.958 0.975
log_lik[623] 1.107 0.001 0.038 1.109 1.125 1.139 1.154
log_lik[624] 0.770 0.001 0.095 0.774 0.816 0.850 0.888
log_lik[625] 1.124 0.000 0.031 1.124 1.137 1.150 1.163
log_lik[626] 1.055 0.001 0.048 1.058 1.079 1.098 1.115
log_lik[627] 0.981 0.001 0.039 0.982 0.999 1.014 1.032
log_lik[628] -1.042 0.001 0.078 -1.042 -1.008 -0.977 -0.942
log_lik[629] 0.861 0.001 0.076 0.864 0.897 0.926 0.956
log_lik[630] -1.020 0.002 0.145 -1.022 -0.959 -0.898 -0.830
log_lik[631] 0.108 0.001 0.071 0.109 0.141 0.168 0.198
log_lik[632] -1.660 0.001 0.066 -1.660 -1.631 -1.604 -1.575
log_lik[633] -0.862 0.001 0.084 -0.862 -0.824 -0.791 -0.753
log_lik[634] 0.596 0.001 0.054 0.597 0.621 0.642 0.664
log_lik[635] 0.171 0.001 0.095 0.172 0.215 0.253 0.293
log_lik[636] -2.659 0.001 0.086 -2.656 -2.620 -2.585 -2.550
log_lik[637] -0.131 0.001 0.063 -0.131 -0.103 -0.077 -0.051
log_lik[638] -1.134 0.003 0.208 -1.139 -1.048 -0.960 -0.864
log_lik[639] 0.513 0.001 0.042 0.514 0.532 0.549 0.567
log_lik[640] 1.129 0.001 0.035 1.131 1.145 1.158 1.171
log_lik[641] 0.273 0.001 0.046 0.273 0.293 0.312 0.331
log_lik[642] 0.054 0.001 0.063 0.054 0.082 0.108 0.135
log_lik[643] 0.871 0.001 0.048 0.872 0.892 0.912 0.933
log_lik[644] -0.235 0.001 0.086 -0.233 -0.197 -0.164 -0.125
log_lik[645] 0.738 0.000 0.032 0.739 0.753 0.766 0.779
log_lik[646] 0.132 0.001 0.053 0.133 0.156 0.176 0.200
log_lik[647] 0.032 0.001 0.069 0.033 0.063 0.092 0.121
log_lik[648] 1.115 0.000 0.033 1.115 1.129 1.142 1.157
log_lik[649] -0.739 0.001 0.078 -0.740 -0.704 -0.673 -0.637
log_lik[650] 0.823 0.000 0.032 0.823 0.838 0.850 0.865
log_lik[651] 0.714 0.001 0.097 0.718 0.760 0.795 0.835
log_lik[652] -0.098 0.001 0.068 -0.099 -0.068 -0.040 -0.011
log_lik[653] 0.230 0.001 0.070 0.230 0.262 0.291 0.321
log_lik[654] 0.536 0.001 0.050 0.538 0.560 0.579 0.600
log_lik[655] 0.742 0.000 0.035 0.743 0.758 0.772 0.787
log_lik[656] 0.276 0.001 0.048 0.277 0.298 0.317 0.336
log_lik[657] 1.112 0.000 0.029 1.113 1.125 1.137 1.149
log_lik[658] -0.220 0.001 0.051 -0.220 -0.197 -0.177 -0.155
log_lik[659] 0.703 0.000 0.033 0.703 0.719 0.732 0.747
log_lik[660] 0.076 0.001 0.084 0.077 0.114 0.147 0.181
log_lik[661] 0.842 0.001 0.052 0.844 0.866 0.885 0.907
log_lik[662] 0.930 0.001 0.068 0.933 0.962 0.988 1.013
log_lik[663] 0.752 0.000 0.031 0.752 0.766 0.779 0.792
log_lik[664] 0.895 0.001 0.060 0.897 0.923 0.946 0.972
log_lik[665] -0.254 0.001 0.065 -0.253 -0.225 -0.198 -0.171
log_lik[666] 0.610 0.000 0.035 0.610 0.625 0.639 0.655
log_lik[667] -1.606 0.001 0.063 -1.606 -1.579 -1.553 -1.526
log_lik[668] -0.453 0.001 0.062 -0.452 -0.425 -0.401 -0.374
log_lik[669] 0.684 0.001 0.059 0.686 0.711 0.733 0.757
log_lik[670] -0.047 0.001 0.060 -0.048 -0.021 0.003 0.029
log_lik[671] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[672] 0.975 0.000 0.029 0.975 0.988 0.999 1.012
log_lik[673] 0.854 0.001 0.037 0.854 0.870 0.886 0.901
log_lik[674] 1.140 0.000 0.030 1.140 1.153 1.164 1.177
log_lik[675] 0.898 0.000 0.037 0.899 0.914 0.929 0.945
log_lik[676] 0.998 0.000 0.028 0.998 1.011 1.022 1.035
log_lik[677] -0.379 0.001 0.070 -0.379 -0.348 -0.320 -0.288
log_lik[678] 0.616 0.001 0.043 0.616 0.634 0.652 0.671
log_lik[679] -0.369 0.001 0.055 -0.369 -0.345 -0.323 -0.298
log_lik[680] 1.063 0.000 0.032 1.063 1.077 1.090 1.103
log_lik[681] 1.045 0.000 0.029 1.045 1.057 1.069 1.082
log_lik[682] 1.102 0.000 0.029 1.102 1.115 1.127 1.140
log_lik[683] 0.870 0.000 0.030 0.870 0.884 0.895 0.907
log_lik[684] 0.975 0.001 0.061 0.979 1.003 1.025 1.049
log_lik[685] 0.217 0.001 0.047 0.218 0.238 0.256 0.277
log_lik[686] 0.822 0.000 0.031 0.823 0.836 0.848 0.860
log_lik[687] 0.939 0.000 0.037 0.939 0.956 0.970 0.985
log_lik[688] 0.051 0.001 0.058 0.051 0.077 0.099 0.125
log_lik[689] -0.786 0.001 0.060 -0.785 -0.760 -0.736 -0.708
log_lik[690] 0.226 0.002 0.095 0.229 0.272 0.308 0.347
log_lik[691] 0.762 0.001 0.060 0.764 0.789 0.813 0.837
log_lik[692] -0.351 0.001 0.058 -0.352 -0.325 -0.303 -0.276
log_lik[693] 0.077 0.001 0.067 0.077 0.107 0.135 0.164
log_lik[694] -0.188 0.001 0.060 -0.189 -0.163 -0.137 -0.111
log_lik[695] 0.817 0.001 0.037 0.818 0.834 0.849 0.865
log_lik[696] 1.134 0.000 0.030 1.134 1.147 1.159 1.172
log_lik[697] 0.811 0.001 0.041 0.812 0.830 0.846 0.863
log_lik[698] 0.060 0.001 0.060 0.060 0.086 0.111 0.136
log_lik[699] -2.479 0.002 0.138 -2.476 -2.419 -2.365 -2.304
log_lik[700] 0.376 0.001 0.044 0.377 0.397 0.413 0.432
log_lik[701] 1.129 0.000 0.030 1.129 1.142 1.154 1.167
log_lik[702] 0.887 0.001 0.037 0.888 0.904 0.918 0.935
log_lik[703] -0.130 0.001 0.063 -0.131 -0.102 -0.076 -0.048
log_lik[704] 0.399 0.001 0.048 0.400 0.420 0.441 0.459
log_lik[705] 1.121 0.000 0.030 1.122 1.134 1.146 1.159
log_lik[706] 0.702 0.001 0.042 0.703 0.721 0.737 0.756
log_lik[707] 1.135 0.000 0.030 1.135 1.149 1.160 1.173
log_lik[708] 1.140 0.000 0.030 1.141 1.154 1.165 1.179
log_lik[709] 1.020 0.000 0.033 1.020 1.035 1.048 1.063
log_lik[710] 0.234 0.001 0.059 0.235 0.261 0.283 0.308
log_lik[711] -0.540 0.001 0.083 -0.542 -0.504 -0.468 -0.431
log_lik[712] -0.094 0.001 0.062 -0.094 -0.066 -0.042 -0.015
log_lik[713] 0.053 0.001 0.066 0.053 0.082 0.108 0.138
log_lik[714] 1.010 0.000 0.030 1.010 1.023 1.035 1.048
log_lik[715] 1.037 0.000 0.032 1.037 1.051 1.063 1.079
log_lik[716] 0.109 0.001 0.051 0.109 0.132 0.153 0.175
log_lik[717] 1.135 0.000 0.030 1.136 1.148 1.160 1.174
log_lik[718] 0.137 0.001 0.057 0.137 0.161 0.184 0.209
log_lik[719] 1.030 0.001 0.039 1.031 1.047 1.063 1.080
log_lik[720] -1.767 0.001 0.080 -1.766 -1.730 -1.700 -1.665
log_lik[721] -0.296 0.001 0.094 -0.297 -0.253 -0.215 -0.172
log_lik[722] 0.157 0.002 0.108 0.159 0.206 0.248 0.295
log_lik[723] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[724] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[725] 1.139 0.000 0.030 1.139 1.152 1.164 1.178
log_lik[726] 0.051 0.001 0.092 0.052 0.095 0.130 0.172
log_lik[727] 0.726 0.001 0.050 0.727 0.749 0.769 0.791
log_lik[728] 1.126 0.000 0.030 1.126 1.139 1.151 1.164
log_lik[729] 0.993 0.000 0.034 0.994 1.008 1.021 1.036
log_lik[730] 1.072 0.000 0.033 1.071 1.086 1.099 1.114
log_lik[731] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[732] 0.419 0.001 0.070 0.420 0.452 0.479 0.508
log_lik[733] -3.524 0.001 0.105 -3.521 -3.474 -3.437 -3.390
log_lik[734] 0.667 0.002 0.113 0.672 0.721 0.763 0.810
log_lik[735] -0.691 0.001 0.060 -0.692 -0.666 -0.640 -0.613
log_lik[736] 0.982 0.000 0.029 0.982 0.994 1.006 1.018
log_lik[737] 0.755 0.001 0.061 0.756 0.783 0.807 0.833
log_lik[738] 1.131 0.000 0.030 1.131 1.144 1.156 1.169
log_lik[739] 0.975 0.001 0.038 0.976 0.992 1.007 1.023
log_lik[740] 0.540 0.001 0.057 0.541 0.566 0.589 0.613
log_lik[741] -1.116 0.001 0.082 -1.116 -1.080 -1.047 -1.012
log_lik[742] 1.130 0.000 0.030 1.130 1.143 1.155 1.168
log_lik[743] -1.535 0.001 0.060 -1.535 -1.509 -1.485 -1.458
log_lik[744] 1.137 0.000 0.030 1.138 1.151 1.162 1.175
log_lik[745] 0.660 0.001 0.053 0.661 0.685 0.705 0.727
log_lik[746] 0.914 0.001 0.040 0.915 0.933 0.948 0.965
log_lik[747] -0.599 0.001 0.072 -0.598 -0.567 -0.540 -0.509
log_lik[748] 0.917 0.001 0.039 0.917 0.934 0.949 0.966
log_lik[749] 1.130 0.000 0.030 1.130 1.143 1.155 1.168
log_lik[750] 0.647 0.000 0.036 0.647 0.663 0.678 0.693
log_lik[751] 1.031 0.000 0.031 1.031 1.044 1.057 1.070
log_lik[752] 1.032 0.000 0.030 1.032 1.045 1.057 1.070
log_lik[753] -0.715 0.001 0.058 -0.715 -0.690 -0.665 -0.640
log_lik[754] 0.659 0.002 0.098 0.663 0.703 0.743 0.784
log_lik[755] 0.883 0.000 0.033 0.883 0.898 0.911 0.926
log_lik[756] -1.435 0.001 0.072 -1.435 -1.404 -1.375 -1.342
log_lik[757] 1.132 0.000 0.030 1.132 1.145 1.157 1.171
log_lik[758] 1.139 0.000 0.030 1.139 1.153 1.164 1.177
log_lik[759] -0.254 0.001 0.062 -0.254 -0.227 -0.203 -0.175
log_lik[760] 0.014 0.001 0.063 0.015 0.043 0.067 0.094
log_lik[761] 1.111 0.000 0.030 1.111 1.124 1.136 1.149
log_lik[762] 0.598 0.001 0.088 0.602 0.639 0.673 0.710
log_lik[763] 1.007 0.000 0.035 1.007 1.022 1.036 1.051
log_lik[764] 1.106 0.000 0.029 1.106 1.119 1.131 1.144
log_lik[765] 1.044 0.000 0.034 1.044 1.059 1.072 1.087
log_lik[766] 0.029 0.001 0.064 0.028 0.057 0.085 0.112
log_lik[767] 0.912 0.001 0.055 0.913 0.938 0.958 0.981
log_lik[768] 0.397 0.001 0.042 0.398 0.416 0.432 0.451
log_lik[769] 1.022 0.000 0.029 1.022 1.035 1.047 1.059
log_lik[770] 0.315 0.001 0.048 0.315 0.336 0.356 0.376
log_lik[771] 0.637 0.001 0.053 0.637 0.662 0.682 0.706
log_lik[772] 1.089 0.000 0.030 1.089 1.102 1.114 1.128
log_lik[773] -0.105 0.001 0.056 -0.105 -0.081 -0.057 -0.033
log_lik[774] 0.950 0.001 0.040 0.951 0.968 0.984 1.002
log_lik[775] 0.873 0.001 0.042 0.874 0.892 0.908 0.926
log_lik[776] 0.569 0.001 0.050 0.569 0.591 0.610 0.633
log_lik[777] 0.247 0.001 0.070 0.249 0.279 0.307 0.335
log_lik[778] -1.044 0.001 0.060 -1.045 -1.019 -0.993 -0.967
log_lik[779] 0.313 0.001 0.086 0.315 0.354 0.387 0.425
log_lik[780] 1.130 0.000 0.031 1.130 1.143 1.156 1.169
log_lik[781] 0.996 0.000 0.031 0.996 1.010 1.022 1.035
log_lik[782] 0.916 0.000 0.032 0.916 0.930 0.942 0.956
log_lik[783] 0.852 0.001 0.049 0.853 0.875 0.894 0.914
log_lik[784] 0.709 0.001 0.049 0.709 0.731 0.750 0.771
log_lik[785] 1.086 0.000 0.030 1.087 1.099 1.111 1.125
log_lik[786] 0.668 0.001 0.056 0.670 0.695 0.716 0.740
log_lik[787] 0.831 0.001 0.041 0.831 0.849 0.866 0.883
log_lik[788] -1.794 0.001 0.080 -1.794 -1.758 -1.727 -1.693
log_lik[789] 0.301 0.001 0.053 0.301 0.325 0.347 0.368
log_lik[790] 0.955 0.000 0.032 0.955 0.970 0.982 0.996
log_lik[791] 1.140 0.000 0.030 1.140 1.153 1.165 1.177
log_lik[792] 1.015 0.000 0.033 1.015 1.029 1.043 1.057
log_lik[793] 1.108 0.000 0.031 1.108 1.122 1.134 1.148
log_lik[794] 0.953 0.001 0.039 0.954 0.971 0.986 1.004
log_lik[795] 0.860 0.001 0.050 0.861 0.883 0.903 0.923
log_lik[796] 0.679 0.001 0.056 0.680 0.703 0.726 0.749
log_lik[797] 0.895 0.001 0.052 0.896 0.918 0.940 0.962
log_lik[798] -0.508 0.001 0.098 -0.508 -0.464 -0.424 -0.382
log_lik[799] 1.093 0.000 0.032 1.093 1.107 1.120 1.135
log_lik[800] 0.351 0.001 0.046 0.352 0.372 0.390 0.411
log_lik[801] -1.420 0.001 0.060 -1.421 -1.394 -1.370 -1.343
log_lik[802] 0.680 0.001 0.044 0.680 0.699 0.717 0.735
log_lik[803] 1.061 0.000 0.033 1.061 1.076 1.089 1.103
log_lik[804] 0.853 0.001 0.039 0.854 0.870 0.886 0.904
log_lik[805] 1.071 0.000 0.032 1.071 1.085 1.098 1.113
log_lik[806] 1.075 0.001 0.037 1.075 1.092 1.107 1.123
log_lik[807] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[808] 1.138 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[809] 0.575 0.001 0.052 0.575 0.598 0.619 0.642
log_lik[810] 1.044 0.000 0.033 1.044 1.058 1.071 1.086
log_lik[811] -0.506 0.001 0.080 -0.507 -0.471 -0.439 -0.402
log_lik[812] 0.503 0.001 0.045 0.504 0.523 0.541 0.561
log_lik[813] 0.655 0.001 0.049 0.655 0.678 0.698 0.718
log_lik[814] -0.354 0.001 0.069 -0.353 -0.324 -0.295 -0.265
log_lik[815] 0.756 0.001 0.044 0.756 0.776 0.792 0.812
log_lik[816] 0.879 0.001 0.039 0.879 0.897 0.912 0.928
log_lik[817] 1.061 0.001 0.044 1.064 1.082 1.098 1.116
log_lik[818] 1.100 0.000 0.030 1.101 1.114 1.126 1.139
log_lik[819] 0.341 0.001 0.052 0.341 0.365 0.385 0.407
log_lik[820] 0.418 0.001 0.050 0.419 0.439 0.460 0.483
log_lik[821] 0.789 0.001 0.064 0.790 0.818 0.844 0.872
log_lik[822] 0.982 0.000 0.034 0.982 0.997 1.010 1.025
log_lik[823] 0.047 0.001 0.057 0.048 0.073 0.096 0.122
log_lik[824] -0.198 0.001 0.066 -0.198 -0.168 -0.142 -0.114
log_lik[825] 1.124 0.000 0.030 1.124 1.137 1.149 1.163
log_lik[826] 0.471 0.001 0.047 0.472 0.493 0.511 0.531
log_lik[827] -1.263 0.001 0.066 -1.264 -1.235 -1.208 -1.177
log_lik[828] 0.023 0.001 0.055 0.022 0.047 0.069 0.095
log_lik[829] 0.914 0.000 0.036 0.914 0.930 0.944 0.960
log_lik[830] 1.041 0.000 0.033 1.042 1.056 1.068 1.082
log_lik[831] 0.707 0.001 0.038 0.707 0.724 0.740 0.757
log_lik[832] 1.019 0.001 0.042 1.019 1.039 1.054 1.072
log_lik[833] 0.934 0.000 0.031 0.934 0.948 0.960 0.974
log_lik[834] -0.941 0.001 0.061 -0.940 -0.915 -0.891 -0.863
log_lik[835] 1.097 0.000 0.034 1.098 1.113 1.126 1.142
log_lik[836] 1.024 0.000 0.031 1.025 1.038 1.050 1.064
log_lik[837] 0.045 0.001 0.079 0.045 0.080 0.114 0.147
log_lik[838] 0.240 0.001 0.048 0.240 0.262 0.281 0.302
log_lik[839] 0.836 0.000 0.035 0.836 0.852 0.866 0.881
log_lik[840] -2.417 0.001 0.077 -2.416 -2.382 -2.351 -2.320
log_lik[841] 0.758 0.001 0.081 0.762 0.796 0.826 0.859
log_lik[842] -1.641 0.002 0.110 -1.641 -1.592 -1.548 -1.500
log_lik[843] 0.243 0.001 0.098 0.246 0.289 0.325 0.367
log_lik[844] 0.426 0.001 0.072 0.428 0.460 0.487 0.518
log_lik[845] 0.631 0.001 0.071 0.633 0.663 0.690 0.722
log_lik[846] -0.041 0.001 0.065 -0.042 -0.012 0.013 0.042
log_lik[847] 1.017 0.001 0.051 1.019 1.042 1.060 1.082
log_lik[848] 0.762 0.000 0.034 0.762 0.778 0.790 0.804
log_lik[849] 0.852 0.000 0.030 0.851 0.865 0.877 0.889
log_lik[850] 0.655 0.001 0.044 0.656 0.675 0.693 0.711
log_lik[851] 0.941 0.001 0.048 0.942 0.962 0.982 1.001
log_lik[852] 1.064 0.001 0.037 1.063 1.080 1.095 1.111
log_lik[853] 0.618 0.000 0.034 0.618 0.633 0.647 0.662
log_lik[854] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[855] 1.115 0.000 0.029 1.115 1.128 1.139 1.152
log_lik[856] 0.782 0.001 0.046 0.783 0.803 0.820 0.839
log_lik[857] 1.015 0.001 0.039 1.016 1.033 1.049 1.066
log_lik[858] -0.920 0.002 0.098 -0.920 -0.876 -0.837 -0.793
log_lik[859] 0.849 0.001 0.060 0.850 0.875 0.899 0.924
log_lik[860] 1.105 0.000 0.031 1.105 1.119 1.130 1.144
log_lik[861] 1.132 0.000 0.030 1.132 1.145 1.157 1.170
log_lik[862] -0.046 0.001 0.077 -0.046 -0.011 0.021 0.053
log_lik[863] 0.398 0.001 0.055 0.400 0.423 0.444 0.467
log_lik[864] 1.134 0.000 0.030 1.134 1.147 1.159 1.172
log_lik[865] 1.135 0.000 0.031 1.135 1.148 1.161 1.173
log_lik[866] 0.026 0.001 0.068 0.026 0.056 0.083 0.112
log_lik[867] 0.519 0.001 0.066 0.519 0.550 0.576 0.602
log_lik[868] 0.011 0.001 0.080 0.012 0.047 0.077 0.113
log_lik[869] -0.279 0.001 0.063 -0.279 -0.251 -0.226 -0.198
log_lik[870] -3.189 0.001 0.095 -3.187 -3.146 -3.107 -3.069
log_lik[871] 1.129 0.000 0.031 1.129 1.143 1.155 1.168
log_lik[872] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[873] 0.243 0.001 0.044 0.243 0.263 0.281 0.300
log_lik[874] 0.373 0.001 0.048 0.374 0.395 0.414 0.434
log_lik[875] 1.140 0.000 0.030 1.139 1.153 1.165 1.178
log_lik[876] 0.589 0.001 0.043 0.589 0.609 0.626 0.644
log_lik[877] 1.135 0.000 0.030 1.135 1.148 1.160 1.173
log_lik[878] 1.003 0.000 0.028 1.003 1.015 1.027 1.040
log_lik[879] 0.919 0.000 0.035 0.920 0.935 0.949 0.963
log_lik[880] 0.551 0.001 0.039 0.552 0.569 0.584 0.601
log_lik[881] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[882] 0.669 0.001 0.042 0.670 0.688 0.704 0.724
log_lik[883] 1.015 0.000 0.030 1.015 1.028 1.040 1.054
log_lik[884] 0.154 0.001 0.049 0.154 0.176 0.196 0.218
log_lik[885] 1.088 0.001 0.040 1.090 1.106 1.122 1.137
log_lik[886] -0.323 0.001 0.060 -0.322 -0.297 -0.272 -0.247
log_lik[887] 0.828 0.000 0.032 0.828 0.842 0.855 0.869
log_lik[888] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[889] 0.978 0.000 0.030 0.978 0.991 1.003 1.016
log_lik[890] 1.104 0.000 0.033 1.104 1.119 1.131 1.147
log_lik[891] 0.251 0.001 0.058 0.252 0.278 0.301 0.325
log_lik[892] -0.407 0.001 0.057 -0.407 -0.381 -0.359 -0.333
log_lik[893] -2.236 0.001 0.083 -2.235 -2.199 -2.167 -2.130
log_lik[894] 1.085 0.000 0.033 1.085 1.100 1.113 1.128
log_lik[895] 1.112 0.000 0.030 1.112 1.124 1.137 1.150
log_lik[896] 0.766 0.001 0.049 0.766 0.788 0.806 0.829
log_lik[897] -0.235 0.001 0.059 -0.236 -0.210 -0.185 -0.158
log_lik[898] -0.179 0.001 0.073 -0.178 -0.145 -0.118 -0.086
log_lik[899] 0.499 0.001 0.043 0.500 0.519 0.535 0.553
log_lik[900] -0.039 0.001 0.064 -0.038 -0.010 0.016 0.043
log_lik[901] 0.972 0.001 0.040 0.972 0.990 1.005 1.022
log_lik[902] 0.704 0.001 0.051 0.706 0.728 0.748 0.770
log_lik[903] 1.003 0.000 0.035 1.003 1.019 1.032 1.046
log_lik[904] 1.137 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[905] 1.115 0.000 0.031 1.116 1.129 1.141 1.155
log_lik[906] 1.107 0.000 0.034 1.108 1.122 1.135 1.151
log_lik[907] 1.026 0.000 0.034 1.026 1.041 1.054 1.069
log_lik[908] 0.481 0.001 0.059 0.481 0.507 0.531 0.554
log_lik[909] -0.216 0.001 0.073 -0.215 -0.183 -0.156 -0.123
log_lik[910] 0.715 0.001 0.045 0.716 0.736 0.755 0.773
log_lik[911] 1.054 0.000 0.032 1.053 1.067 1.080 1.094
log_lik[912] 0.880 0.001 0.048 0.882 0.902 0.921 0.940
log_lik[913] 0.552 0.001 0.050 0.552 0.575 0.596 0.617
log_lik[914] 1.129 0.000 0.032 1.129 1.143 1.156 1.169
log_lik[915] 0.518 0.001 0.059 0.518 0.545 0.569 0.594
log_lik[916] -0.154 0.001 0.067 -0.154 -0.124 -0.097 -0.068
log_lik[917] 0.618 0.001 0.043 0.619 0.638 0.655 0.672
log_lik[918] 1.092 0.000 0.030 1.093 1.105 1.117 1.131
log_lik[919] 0.998 0.000 0.033 0.998 1.012 1.026 1.039
log_lik[920] 0.633 0.001 0.057 0.635 0.660 0.682 0.706
log_lik[921] 0.069 0.001 0.062 0.071 0.097 0.121 0.148
log_lik[922] 0.813 0.001 0.042 0.814 0.832 0.847 0.865
log_lik[923] 0.801 0.001 0.059 0.803 0.828 0.850 0.874
log_lik[924] 0.947 0.001 0.042 0.948 0.967 0.982 1.000
log_lik[925] 0.246 0.001 0.057 0.248 0.272 0.293 0.319
log_lik[926] 0.113 0.001 0.055 0.114 0.137 0.159 0.183
log_lik[927] 1.103 0.000 0.032 1.103 1.116 1.129 1.143
log_lik[928] 0.834 0.000 0.037 0.835 0.851 0.867 0.882
log_lik[929] 1.118 0.000 0.031 1.118 1.131 1.144 1.158
log_lik[930] 1.058 0.001 0.052 1.061 1.083 1.102 1.122
log_lik[931] 1.000 0.000 0.033 1.000 1.015 1.027 1.042
log_lik[932] 0.380 0.001 0.054 0.381 0.405 0.426 0.449
log_lik[933] 0.975 0.000 0.033 0.975 0.989 1.002 1.016
log_lik[934] 0.742 0.001 0.045 0.743 0.763 0.781 0.800
log_lik[935] -1.090 0.001 0.069 -1.091 -1.060 -1.033 -1.002
log_lik[936] 0.646 0.001 0.081 0.649 0.684 0.716 0.747
log_lik[937] 1.085 0.000 0.032 1.085 1.099 1.112 1.125
log_lik[938] 1.125 0.000 0.030 1.126 1.139 1.151 1.164
log_lik[939] 1.130 0.000 0.031 1.130 1.143 1.156 1.169
log_lik[940] 1.080 0.000 0.034 1.081 1.095 1.109 1.124
log_lik[941] 1.128 0.000 0.030 1.128 1.140 1.153 1.167
log_lik[942] 1.015 0.000 0.032 1.016 1.029 1.042 1.056
log_lik[943] 0.810 0.001 0.054 0.811 0.835 0.857 0.878
log_lik[944] 1.085 0.000 0.032 1.085 1.098 1.111 1.125
log_lik[945] 0.159 0.001 0.086 0.160 0.198 0.232 0.268
log_lik[946] -0.867 0.001 0.069 -0.867 -0.837 -0.809 -0.778
log_lik[947] 0.880 0.001 0.047 0.881 0.901 0.920 0.939
log_lik[948] -2.125 0.001 0.069 -2.125 -2.095 -2.067 -2.037
log_lik[949] 1.099 0.001 0.036 1.100 1.116 1.130 1.145
log_lik[950] 1.133 0.000 0.030 1.133 1.146 1.158 1.172
log_lik[951] -0.299 0.001 0.091 -0.300 -0.259 -0.224 -0.183
log_lik[952] -0.928 0.001 0.089 -0.927 -0.889 -0.853 -0.814
log_lik[953] 1.121 0.001 0.038 1.124 1.139 1.153 1.168
log_lik[954] 1.125 0.000 0.032 1.125 1.140 1.152 1.166
log_lik[955] 0.047 0.001 0.070 0.046 0.078 0.105 0.137
log_lik[956] 1.045 0.001 0.047 1.047 1.067 1.085 1.103
log_lik[957] 1.137 0.000 0.030 1.138 1.150 1.162 1.176
log_lik[958] -0.585 0.001 0.080 -0.585 -0.551 -0.518 -0.483
log_lik[959] -0.438 0.001 0.070 -0.438 -0.407 -0.379 -0.349
log_lik[960] 0.169 0.001 0.065 0.170 0.197 0.223 0.251
log_lik[961] 0.671 0.001 0.068 0.673 0.702 0.728 0.756
log_lik[962] 1.118 0.000 0.030 1.119 1.132 1.144 1.157
log_lik[963] 1.089 0.001 0.035 1.090 1.105 1.119 1.134
log_lik[964] -0.189 0.001 0.067 -0.190 -0.160 -0.133 -0.104
log_lik[965] 0.933 0.001 0.050 0.934 0.956 0.977 0.997
log_lik[966] 0.884 0.000 0.036 0.883 0.899 0.914 0.930
log_lik[967] 0.767 0.001 0.047 0.768 0.789 0.806 0.826
log_lik[968] 0.603 0.001 0.049 0.604 0.625 0.644 0.666
log_lik[969] 1.136 0.000 0.030 1.136 1.149 1.161 1.174
log_lik[970] 0.949 0.001 0.037 0.949 0.965 0.980 0.996
log_lik[971] 0.576 0.001 0.065 0.577 0.606 0.632 0.658
log_lik[972] -1.063 0.001 0.063 -1.063 -1.035 -1.010 -0.983
log_lik[973] 0.037 0.001 0.055 0.037 0.061 0.085 0.108
log_lik[974] 1.063 0.001 0.039 1.063 1.081 1.096 1.111
log_lik[975] 1.083 0.000 0.029 1.084 1.096 1.108 1.121
log_lik[976] 1.082 0.001 0.041 1.083 1.101 1.117 1.133
log_lik[977] 1.133 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[978] 0.920 0.000 0.035 0.921 0.935 0.949 0.964
log_lik[979] 0.736 0.001 0.072 0.737 0.770 0.799 0.827
log_lik[980] 1.103 0.000 0.029 1.103 1.116 1.128 1.140
log_lik[981] 1.098 0.000 0.031 1.098 1.112 1.124 1.137
log_lik[982] 1.057 0.001 0.041 1.058 1.075 1.092 1.109
log_lik[983] 0.646 0.000 0.034 0.646 0.661 0.674 0.690
log_lik[984] 0.231 0.001 0.044 0.231 0.251 0.268 0.287
log_lik[985] 0.758 0.001 0.049 0.759 0.780 0.800 0.821
log_lik[986] 1.085 0.000 0.030 1.086 1.099 1.110 1.123
log_lik[987] 0.872 0.000 0.032 0.872 0.885 0.898 0.912
log_lik[988] 1.124 0.000 0.031 1.124 1.137 1.149 1.164
log_lik[989] -3.253 0.001 0.109 -3.253 -3.203 -3.158 -3.115
log_lik[990] 0.898 0.001 0.049 0.900 0.921 0.939 0.960
log_lik[991] 0.947 0.001 0.052 0.948 0.972 0.992 1.014
log_lik[992] 0.958 0.000 0.030 0.958 0.971 0.983 0.996
log_lik[993] 0.856 0.000 0.035 0.855 0.871 0.886 0.900
log_lik[994] 0.519 0.001 0.047 0.520 0.540 0.558 0.579
log_lik[995] 0.686 0.001 0.044 0.688 0.706 0.723 0.742
log_lik[996] 1.080 0.000 0.034 1.080 1.095 1.108 1.123
log_lik[997] 1.136 0.000 0.030 1.136 1.149 1.161 1.175
log_lik[998] 1.110 0.000 0.029 1.111 1.123 1.135 1.148
log_lik[999] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[1000] 0.833 0.001 0.037 0.833 0.849 0.864 0.881
log_lik[1001] 1.052 0.001 0.036 1.053 1.068 1.082 1.099
log_lik[1002] -1.027 0.001 0.067 -1.028 -0.997 -0.971 -0.941
log_lik[1003] 1.121 0.000 0.031 1.121 1.134 1.147 1.161
log_lik[1004] 1.015 0.000 0.030 1.015 1.029 1.041 1.054
log_lik[1005] -0.454 0.001 0.063 -0.454 -0.427 -0.403 -0.373
log_lik[1006] 1.066 0.001 0.039 1.067 1.084 1.098 1.117
log_lik[1007] -0.069 0.001 0.087 -0.069 -0.031 0.005 0.041
log_lik[1008] 1.060 0.001 0.045 1.062 1.081 1.096 1.116
log_lik[1009] 0.325 0.001 0.044 0.326 0.345 0.362 0.381
log_lik[1010] 1.139 0.000 0.030 1.139 1.152 1.164 1.177
log_lik[1011] 0.488 0.001 0.038 0.488 0.505 0.519 0.536
log_lik[1012] 1.094 0.001 0.060 1.104 1.125 1.142 1.158
log_lik[1013] 1.035 0.000 0.030 1.036 1.048 1.060 1.073
log_lik[1014] 1.131 0.000 0.030 1.132 1.144 1.156 1.169
log_lik[1015] 0.070 0.001 0.049 0.070 0.091 0.110 0.132
log_lik[1016] 0.470 0.001 0.049 0.470 0.491 0.511 0.533
log_lik[1017] 1.130 0.000 0.030 1.130 1.143 1.155 1.169
log_lik[1018] -0.564 0.002 0.119 -0.566 -0.513 -0.461 -0.408
log_lik[1019] -0.327 0.002 0.153 -0.325 -0.260 -0.199 -0.135
log_lik[1020] 1.112 0.000 0.032 1.112 1.125 1.138 1.153
log_lik[1021] 0.071 0.001 0.056 0.072 0.096 0.119 0.143
log_lik[1022] 1.016 0.000 0.032 1.016 1.030 1.043 1.056
log_lik[1023] 1.032 0.000 0.032 1.032 1.046 1.058 1.073
log_lik[1024] 1.127 0.000 0.030 1.127 1.140 1.152 1.165
log_lik[1025] -2.007 0.001 0.070 -2.005 -1.975 -1.948 -1.916
log_lik[1026] 0.895 0.001 0.079 0.900 0.933 0.962 0.993
log_lik[1027] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[1028] 1.118 0.000 0.032 1.118 1.132 1.145 1.158
log_lik[1029] 0.795 0.001 0.059 0.796 0.822 0.845 0.871
log_lik[1030] 0.782 0.001 0.050 0.783 0.804 0.823 0.845
log_lik[1031] -0.294 0.001 0.058 -0.295 -0.269 -0.245 -0.220
log_lik[1032] 0.923 0.000 0.035 0.923 0.939 0.953 0.968
log_lik[1033] -1.257 0.001 0.074 -1.256 -1.224 -1.196 -1.162
log_lik[1034] 1.014 0.000 0.030 1.015 1.027 1.039 1.052
log_lik[1035] 1.121 0.000 0.030 1.120 1.133 1.146 1.159
log_lik[1036] 0.928 0.000 0.030 0.928 0.941 0.953 0.966
log_lik[1037] -0.849 0.001 0.060 -0.850 -0.823 -0.800 -0.773
log_lik[1038] 0.306 0.001 0.090 0.308 0.346 0.382 0.419
log_lik[1039] 0.489 0.001 0.047 0.489 0.509 0.528 0.549
log_lik[1040] 1.132 0.000 0.030 1.132 1.145 1.158 1.171
log_lik[1041] 0.850 0.000 0.035 0.851 0.866 0.880 0.895
log_lik[1042] 0.791 0.001 0.048 0.792 0.813 0.831 0.850
log_lik[1043] 0.611 0.001 0.039 0.612 0.629 0.645 0.661
log_lik[1044] 0.806 0.001 0.044 0.808 0.826 0.843 0.861
log_lik[1045] 1.118 0.001 0.035 1.119 1.135 1.148 1.162
log_lik[1046] 1.122 0.000 0.030 1.122 1.135 1.147 1.160
log_lik[1047] 0.890 0.001 0.048 0.891 0.912 0.930 0.951
log_lik[1048] 0.212 0.001 0.052 0.213 0.235 0.256 0.278
log_lik[1049] 1.123 0.000 0.030 1.123 1.136 1.148 1.162
log_lik[1050] 0.246 0.001 0.050 0.247 0.269 0.287 0.309
log_lik[1051] 1.112 0.000 0.031 1.112 1.126 1.138 1.151
log_lik[1052] 0.927 0.000 0.032 0.927 0.941 0.954 0.967
log_lik[1053] 1.041 0.000 0.032 1.040 1.055 1.067 1.081
log_lik[1054] 1.096 0.000 0.032 1.095 1.110 1.123 1.138
log_lik[1055] 1.093 0.000 0.030 1.093 1.106 1.118 1.131
log_lik[1056] 1.063 0.001 0.038 1.064 1.080 1.095 1.111
log_lik[1057] 1.078 0.001 0.035 1.078 1.094 1.108 1.123
log_lik[1058] 1.090 0.000 0.030 1.090 1.103 1.115 1.128
log_lik[1059] 0.559 0.001 0.044 0.560 0.579 0.597 0.616
log_lik[1060] -0.805 0.001 0.074 -0.806 -0.773 -0.742 -0.709
log_lik[1061] 1.098 0.000 0.033 1.099 1.113 1.126 1.141
log_lik[1062] -0.719 0.001 0.088 -0.720 -0.680 -0.645 -0.605
log_lik[1063] 0.440 0.001 0.052 0.442 0.463 0.484 0.507
log_lik[1064] 0.894 0.001 0.056 0.894 0.921 0.943 0.964
log_lik[1065] 0.069 0.001 0.059 0.070 0.096 0.119 0.145
log_lik[1066] 1.137 0.000 0.030 1.137 1.150 1.162 1.175
log_lik[1067] 0.495 0.001 0.051 0.497 0.519 0.539 0.560
log_lik[1068] 0.849 0.002 0.107 0.857 0.901 0.941 0.979
log_lik[1069] 1.016 0.000 0.032 1.017 1.030 1.042 1.057
log_lik[1070] 0.472 0.001 0.058 0.473 0.499 0.521 0.546
log_lik[1071] 0.455 0.001 0.058 0.456 0.481 0.504 0.527
log_lik[1072] 0.697 0.001 0.056 0.698 0.722 0.744 0.768
log_lik[1073] -0.776 0.001 0.064 -0.776 -0.748 -0.722 -0.693
log_lik[1074] 1.123 0.000 0.030 1.124 1.137 1.149 1.162
log_lik[1075] 0.690 0.001 0.064 0.691 0.719 0.744 0.770
log_lik[1076] 1.102 0.000 0.034 1.102 1.117 1.131 1.145
log_lik[1077] 0.921 0.001 0.038 0.922 0.938 0.953 0.969
log_lik[1078] 1.136 0.000 0.030 1.136 1.149 1.161 1.175
log_lik[1079] 0.204 0.001 0.069 0.204 0.235 0.263 0.293
log_lik[1080] -1.274 0.001 0.080 -1.275 -1.239 -1.207 -1.171
log_lik[1081] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[1082] 0.053 0.001 0.060 0.053 0.079 0.104 0.130
log_lik[1083] 0.368 0.001 0.084 0.369 0.407 0.439 0.475
log_lik[1084] 1.090 0.000 0.031 1.090 1.103 1.116 1.130
log_lik[1085] 0.794 0.001 0.043 0.795 0.813 0.831 0.848
log_lik[1086] 0.810 0.001 0.054 0.811 0.834 0.854 0.877
log_lik[1087] 0.820 0.001 0.042 0.821 0.839 0.855 0.872
log_lik[1088] 1.092 0.000 0.034 1.093 1.107 1.121 1.135
log_lik[1089] 1.090 0.000 0.035 1.090 1.105 1.118 1.135
log_lik[1090] 1.059 0.000 0.034 1.060 1.074 1.087 1.102
log_lik[1091] 0.002 0.002 0.107 0.000 0.049 0.093 0.138
log_lik[1092] 1.127 0.000 0.032 1.127 1.141 1.153 1.168
log_lik[1093] 0.826 0.001 0.050 0.827 0.848 0.868 0.889
log_lik[1094] 1.009 0.001 0.038 1.010 1.026 1.041 1.057
log_lik[1095] -1.646 0.002 0.110 -1.647 -1.596 -1.551 -1.505
log_lik[1096] 1.130 0.000 0.031 1.130 1.143 1.156 1.169
log_lik[1097] 0.362 0.003 0.230 0.367 0.473 0.560 0.655
log_lik[1098] 1.138 0.000 0.030 1.138 1.152 1.163 1.176
log_lik[1099] 0.857 0.001 0.041 0.857 0.875 0.891 0.908
log_lik[1100] 1.051 0.001 0.037 1.052 1.068 1.083 1.099
log_lik[1101] 1.140 0.000 0.030 1.140 1.154 1.165 1.178
log_lik[1102] 1.074 0.001 0.039 1.075 1.091 1.107 1.124
log_lik[1103] 0.766 0.001 0.049 0.766 0.788 0.808 0.828
log_lik[1104] 1.037 0.001 0.041 1.038 1.056 1.072 1.089
log_lik[1105] 0.934 0.001 0.043 0.935 0.954 0.971 0.989
log_lik[1106] 1.040 0.000 0.034 1.041 1.056 1.069 1.085
log_lik[1107] 1.137 0.000 0.030 1.137 1.151 1.163 1.175
log_lik[1108] 1.102 0.000 0.032 1.103 1.116 1.129 1.142
log_lik[1109] 0.989 0.000 0.035 0.990 1.005 1.019 1.033
log_lik[1110] 1.026 0.000 0.035 1.026 1.041 1.055 1.070
log_lik[1111] 0.815 0.001 0.042 0.816 0.835 0.851 0.869
log_lik[1112] 0.400 0.001 0.058 0.400 0.426 0.448 0.473
log_lik[1113] 1.060 0.000 0.033 1.060 1.075 1.088 1.102
log_lik[1114] 1.139 0.000 0.030 1.139 1.152 1.164 1.177
log_lik[1115] 0.549 0.001 0.054 0.550 0.573 0.595 0.617
log_lik[1116] 1.042 0.000 0.036 1.043 1.058 1.072 1.088
log_lik[1117] -0.682 0.001 0.080 -0.681 -0.648 -0.616 -0.580
log_lik[1118] 0.537 0.002 0.132 0.540 0.598 0.651 0.704
log_lik[1119] 1.005 0.001 0.064 1.010 1.036 1.061 1.085
log_lik[1120] 1.107 0.000 0.031 1.108 1.121 1.133 1.147
log_lik[1121] 1.131 0.000 0.032 1.132 1.145 1.158 1.171
log_lik[1122] 1.132 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[1123] 1.131 0.000 0.030 1.131 1.144 1.156 1.170
log_lik[1124] -2.737 0.001 0.083 -2.735 -2.700 -2.667 -2.633
log_lik[1125] 0.183 0.001 0.082 0.185 0.221 0.253 0.288
log_lik[1126] 1.121 0.000 0.033 1.123 1.136 1.149 1.163
log_lik[1127] 1.116 0.000 0.032 1.116 1.130 1.143 1.158
log_lik[1128] 1.128 0.000 0.030 1.128 1.142 1.154 1.167
log_lik[1129] 0.905 0.000 0.034 0.906 0.921 0.934 0.948
log_lik[1130] 1.083 0.000 0.032 1.084 1.097 1.110 1.124
log_lik[1131] 0.997 0.001 0.039 0.997 1.015 1.031 1.048
log_lik[1132] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[1133] 0.939 0.001 0.052 0.941 0.963 0.983 1.005
log_lik[1134] 0.252 0.001 0.058 0.252 0.277 0.302 0.327
log_lik[1135] -0.021 0.001 0.067 -0.022 0.009 0.036 0.065
log_lik[1136] 1.110 0.000 0.030 1.110 1.123 1.135 1.150
log_lik[1137] 0.787 0.001 0.043 0.788 0.807 0.824 0.842
log_lik[1138] 1.104 0.000 0.030 1.104 1.116 1.129 1.143
log_lik[1139] 1.049 0.000 0.032 1.049 1.063 1.075 1.089
log_lik[1140] 0.936 0.001 0.041 0.936 0.955 0.972 0.989
log_lik[1141] 1.136 0.000 0.030 1.136 1.150 1.162 1.175
log_lik[1142] 1.098 0.000 0.031 1.098 1.111 1.123 1.137
log_lik[1143] 0.267 0.001 0.082 0.267 0.305 0.337 0.372
log_lik[1144] 1.133 0.000 0.030 1.133 1.146 1.158 1.172
log_lik[1145] 0.329 0.001 0.063 0.329 0.357 0.384 0.411
log_lik[1146] 0.527 0.001 0.062 0.528 0.556 0.579 0.604
log_lik[1147] -1.322 0.001 0.073 -1.323 -1.291 -1.261 -1.227
log_lik[1148] -1.516 0.001 0.070 -1.516 -1.485 -1.457 -1.427
log_lik[1149] 1.134 0.000 0.030 1.134 1.147 1.159 1.172
log_lik[1150] 1.140 0.000 0.030 1.140 1.154 1.165 1.178
log_lik[1151] 1.101 0.000 0.030 1.101 1.114 1.126 1.139
log_lik[1152] 1.045 0.000 0.029 1.045 1.058 1.069 1.082
log_lik[1153] 0.940 0.000 0.030 0.940 0.953 0.965 0.978
log_lik[1154] 1.008 0.000 0.030 1.008 1.021 1.033 1.045
log_lik[1155] -3.615 0.002 0.147 -3.611 -3.545 -3.489 -3.432
log_lik[1156] 1.109 0.001 0.037 1.111 1.126 1.140 1.155
log_lik[1157] 1.120 0.000 0.030 1.120 1.133 1.145 1.158
log_lik[1158] 1.062 0.000 0.033 1.063 1.077 1.091 1.105
log_lik[1159] 1.133 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[1160] 1.034 0.000 0.031 1.034 1.047 1.059 1.072
log_lik[1161] 0.884 0.000 0.034 0.883 0.899 0.912 0.927
log_lik[1162] 1.026 0.000 0.028 1.026 1.038 1.049 1.062
log_lik[1163] 0.905 0.000 0.035 0.906 0.921 0.935 0.949
log_lik[1164] 0.896 0.001 0.043 0.898 0.916 0.933 0.951
log_lik[1165] 1.135 0.000 0.030 1.135 1.147 1.160 1.173
log_lik[1166] 1.121 0.000 0.030 1.121 1.134 1.146 1.158
log_lik[1167] 0.971 0.001 0.040 0.971 0.988 1.005 1.022
log_lik[1168] 1.091 0.000 0.029 1.091 1.103 1.115 1.128
log_lik[1169] 0.601 0.001 0.038 0.601 0.618 0.633 0.649
log_lik[1170] 1.036 0.001 0.041 1.037 1.055 1.070 1.088
log_lik[1171] 0.037 0.001 0.083 0.038 0.074 0.108 0.143
log_lik[1172] 0.139 0.001 0.070 0.139 0.171 0.198 0.228
log_lik[1173] 0.289 0.001 0.052 0.290 0.313 0.333 0.356
log_lik[1174] 1.011 0.000 0.030 1.011 1.024 1.036 1.049
log_lik[1175] 0.884 0.001 0.037 0.885 0.901 0.916 0.930
log_lik[1176] 0.958 0.000 0.036 0.959 0.974 0.988 1.003
log_lik[1177] 1.118 0.000 0.030 1.118 1.130 1.143 1.156
log_lik[1178] 1.132 0.000 0.032 1.132 1.146 1.158 1.172
log_lik[1179] -1.386 0.001 0.072 -1.386 -1.354 -1.325 -1.294
log_lik[1180] 0.951 0.001 0.039 0.952 0.968 0.983 1.000
log_lik[1181] 1.125 0.000 0.030 1.126 1.138 1.150 1.164
log_lik[1182] 1.063 0.000 0.032 1.063 1.076 1.089 1.103
log_lik[1183] 0.771 0.001 0.041 0.772 0.790 0.806 0.824
log_lik[1184] 0.215 0.001 0.062 0.215 0.242 0.268 0.294
log_lik[1185] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[1186] 0.971 0.001 0.045 0.972 0.991 1.009 1.027
log_lik[1187] 1.093 0.000 0.030 1.093 1.107 1.119 1.132
log_lik[1188] 1.122 0.000 0.032 1.122 1.136 1.148 1.161
log_lik[1189] 0.848 0.001 0.039 0.849 0.866 0.880 0.897
log_lik[1190] 1.096 0.000 0.030 1.096 1.109 1.121 1.134
log_lik[1191] 0.974 0.001 0.035 0.974 0.990 1.004 1.019
log_lik[1192] 0.942 0.000 0.034 0.942 0.957 0.971 0.986
log_lik[1193] 0.521 0.001 0.044 0.522 0.540 0.558 0.578
log_lik[1194] -0.532 0.001 0.064 -0.533 -0.504 -0.477 -0.449
log_lik[1195] 0.696 0.001 0.037 0.696 0.712 0.727 0.743
log_lik[1196] 1.039 0.001 0.045 1.041 1.060 1.077 1.096
log_lik[1197] 1.029 0.000 0.029 1.029 1.042 1.054 1.067
log_lik[1198] 0.989 0.000 0.028 0.990 1.002 1.013 1.025
log_lik[1199] 0.906 0.001 0.035 0.905 0.921 0.935 0.950
log_lik[1200] 0.754 0.000 0.033 0.755 0.770 0.782 0.796
log_lik[1201] 0.373 0.001 0.053 0.374 0.396 0.418 0.442
log_lik[1202] 1.087 0.000 0.029 1.087 1.099 1.111 1.124
log_lik[1203] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[1204] 1.116 0.000 0.030 1.116 1.129 1.141 1.154
log_lik[1205] 1.053 0.000 0.030 1.054 1.066 1.078 1.091
log_lik[1206] 1.081 0.000 0.032 1.081 1.095 1.107 1.121
log_lik[1207] 1.026 0.000 0.029 1.026 1.039 1.050 1.063
log_lik[1208] 0.879 0.000 0.029 0.878 0.892 0.904 0.916
log_lik[1209] -0.270 0.001 0.059 -0.269 -0.244 -0.220 -0.195
log_lik[1210] 0.878 0.000 0.029 0.878 0.891 0.903 0.916
log_lik[1211] 0.745 0.001 0.040 0.746 0.764 0.779 0.796
log_lik[1212] 0.838 0.001 0.055 0.840 0.864 0.885 0.908
log_lik[1213] 1.075 0.000 0.031 1.076 1.088 1.101 1.114
log_lik[1214] 1.137 0.000 0.030 1.137 1.150 1.162 1.175
log_lik[1215] 0.746 0.001 0.075 0.750 0.782 0.811 0.840
log_lik[1216] 0.342 0.001 0.059 0.343 0.370 0.391 0.415
log_lik[1217] 1.131 0.000 0.030 1.131 1.144 1.156 1.169
log_lik[1218] 1.123 0.000 0.029 1.123 1.135 1.147 1.160
log_lik[1219] 0.740 0.001 0.098 0.744 0.787 0.824 0.864
log_lik[1220] -0.985 0.001 0.082 -0.985 -0.950 -0.917 -0.880
log_lik[1221] 0.673 0.001 0.077 0.676 0.710 0.739 0.769
log_lik[1222] -1.393 0.001 0.088 -1.393 -1.355 -1.319 -1.282
log_lik[1223] 0.846 0.000 0.037 0.846 0.862 0.877 0.893
log_lik[1224] 0.638 0.001 0.043 0.639 0.657 0.674 0.692
log_lik[1225] 1.123 0.000 0.030 1.124 1.136 1.148 1.161
log_lik[1226] -0.560 0.001 0.058 -0.560 -0.535 -0.511 -0.484
log_lik[1227] 0.975 0.000 0.032 0.975 0.989 1.002 1.016
log_lik[1228] 0.679 0.000 0.036 0.679 0.696 0.710 0.725
log_lik[1229] 0.899 0.000 0.032 0.899 0.913 0.926 0.939
log_lik[1230] 0.905 0.001 0.043 0.906 0.924 0.941 0.959
log_lik[1231] 1.126 0.000 0.030 1.126 1.139 1.151 1.165
log_lik[1232] -0.009 0.001 0.059 -0.008 0.017 0.040 0.067
log_lik[1233] 1.078 0.001 0.035 1.078 1.094 1.107 1.124
log_lik[1234] 0.832 0.001 0.051 0.833 0.855 0.875 0.896
log_lik[1235] 0.985 0.001 0.040 0.985 1.003 1.019 1.036
log_lik[1236] 1.124 0.000 0.030 1.124 1.137 1.149 1.162
log_lik[1237] 1.022 0.000 0.034 1.023 1.037 1.050 1.065
log_lik[1238] 0.221 0.002 0.108 0.223 0.270 0.312 0.355
log_lik[1239] 0.334 0.001 0.087 0.335 0.374 0.408 0.445
log_lik[1240] 0.247 0.001 0.068 0.248 0.277 0.305 0.334
log_lik[1241] 1.132 0.000 0.030 1.133 1.146 1.157 1.171
log_lik[1242] 1.064 0.000 0.031 1.063 1.077 1.090 1.104
log_lik[1243] -0.243 0.001 0.059 -0.242 -0.217 -0.193 -0.167
log_lik[1244] 1.115 0.000 0.031 1.116 1.129 1.142 1.156
log_lik[1245] 0.855 0.001 0.043 0.856 0.873 0.891 0.908
log_lik[1246] 0.814 0.001 0.069 0.816 0.846 0.874 0.901
log_lik[1247] 1.067 0.001 0.036 1.068 1.083 1.098 1.113
log_lik[1248] 0.560 0.001 0.061 0.562 0.588 0.613 0.637
log_lik[1249] -0.302 0.001 0.074 -0.301 -0.269 -0.240 -0.207
log_lik[1250] 0.481 0.001 0.058 0.482 0.508 0.530 0.555
log_lik[1251] 0.818 0.001 0.044 0.819 0.838 0.855 0.873
log_lik[1252] 0.884 0.001 0.050 0.885 0.908 0.927 0.947
log_lik[1253] 1.129 0.000 0.030 1.129 1.142 1.154 1.168
log_lik[1254] 0.331 0.001 0.057 0.332 0.356 0.379 0.403
log_lik[1255] 0.805 0.001 0.056 0.807 0.831 0.852 0.875
log_lik[1256] -0.873 0.001 0.077 -0.871 -0.838 -0.808 -0.774
log_lik[1257] 0.796 0.001 0.041 0.796 0.814 0.831 0.847
log_lik[1258] 0.720 0.001 0.045 0.721 0.741 0.759 0.777
log_lik[1259] 1.140 0.000 0.030 1.139 1.153 1.164 1.178
log_lik[1260] 0.484 0.001 0.048 0.484 0.506 0.525 0.545
log_lik[1261] -1.072 0.001 0.079 -1.071 -1.038 -1.005 -0.970
log_lik[1262] -0.740 0.001 0.076 -0.740 -0.707 -0.676 -0.644
log_lik[1263] 0.572 0.001 0.065 0.574 0.603 0.627 0.654
log_lik[1264] 1.089 0.000 0.035 1.090 1.104 1.119 1.134
log_lik[1265] 1.131 0.000 0.030 1.130 1.144 1.155 1.169
log_lik[1266] 0.914 0.001 0.041 0.915 0.933 0.949 0.966
log_lik[1267] 0.083 0.002 0.111 0.083 0.133 0.177 0.223
log_lik[1268] 1.027 0.000 0.035 1.027 1.042 1.057 1.072
log_lik[1269] 1.080 0.000 0.032 1.080 1.093 1.106 1.121
log_lik[1270] -0.837 0.001 0.079 -0.837 -0.804 -0.770 -0.735
log_lik[1271] 1.049 0.000 0.033 1.049 1.064 1.077 1.092
log_lik[1272] 0.922 0.001 0.039 0.923 0.940 0.955 0.971
log_lik[1273] 1.056 0.000 0.031 1.056 1.069 1.081 1.095
log_lik[1274] 1.095 0.000 0.033 1.096 1.109 1.123 1.137
log_lik[1275] 0.975 0.000 0.035 0.974 0.990 1.004 1.020
log_lik[1276] 0.638 0.001 0.043 0.638 0.657 0.675 0.693
log_lik[1277] 1.089 0.000 0.031 1.089 1.102 1.114 1.128
log_lik[1278] 0.466 0.001 0.050 0.467 0.488 0.509 0.530
log_lik[1279] 0.873 0.001 0.053 0.874 0.897 0.918 0.941
log_lik[1280] 0.351 0.001 0.074 0.353 0.386 0.413 0.444
log_lik[1281] 0.630 0.001 0.067 0.632 0.661 0.687 0.714
log_lik[1282] 0.049 0.002 0.101 0.050 0.093 0.135 0.177
log_lik[1283] 0.735 0.001 0.058 0.736 0.761 0.783 0.807
log_lik[1284] 0.875 0.001 0.060 0.878 0.903 0.926 0.950
log_lik[1285] -0.924 0.001 0.068 -0.925 -0.895 -0.867 -0.838
log_lik[1286] 0.677 0.001 0.056 0.678 0.702 0.725 0.747
log_lik[1287] 1.112 0.000 0.032 1.113 1.127 1.139 1.153
log_lik[1288] 0.160 0.002 0.103 0.163 0.207 0.249 0.291
log_lik[1289] 0.765 0.001 0.053 0.765 0.789 0.810 0.833
log_lik[1290] 1.110 0.000 0.032 1.110 1.124 1.136 1.150
log_lik[1291] 0.034 0.001 0.063 0.034 0.063 0.088 0.116
log_lik[1292] 0.815 0.001 0.046 0.816 0.836 0.854 0.874
log_lik[1293] 0.339 0.001 0.070 0.339 0.372 0.400 0.428
log_lik[1294] 1.027 0.001 0.052 1.030 1.052 1.071 1.092
log_lik[1295] 0.649 0.001 0.050 0.650 0.671 0.691 0.711
log_lik[1296] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[1297] 0.496 0.001 0.055 0.498 0.521 0.543 0.566
log_lik[1298] 0.468 0.001 0.065 0.468 0.498 0.523 0.550
log_lik[1299] 0.235 0.001 0.067 0.236 0.265 0.292 0.321
log_lik[1300] 1.120 0.000 0.032 1.121 1.135 1.148 1.161
log_lik[1301] 0.675 0.001 0.053 0.675 0.699 0.720 0.744
log_lik[1302] 1.085 0.001 0.036 1.085 1.101 1.116 1.131
log_lik[1303] 0.951 0.001 0.040 0.952 0.969 0.984 1.000
log_lik[1304] 1.109 0.000 0.032 1.110 1.123 1.136 1.149
log_lik[1305] 0.847 0.001 0.044 0.847 0.867 0.885 0.904
log_lik[1306] 1.049 0.001 0.057 1.054 1.078 1.099 1.119
log_lik[1307] 1.091 0.001 0.039 1.093 1.109 1.124 1.140
log_lik[1308] 0.891 0.001 0.053 0.893 0.916 0.937 0.959
log_lik[1309] 0.121 0.001 0.070 0.122 0.152 0.181 0.211
log_lik[1310] 0.747 0.001 0.065 0.749 0.778 0.802 0.828
log_lik[1311] 1.124 0.001 0.036 1.125 1.140 1.153 1.168
log_lik[1312] 1.063 0.001 0.036 1.063 1.079 1.093 1.109
log_lik[1313] 0.597 0.001 0.056 0.598 0.623 0.644 0.669
log_lik[1314] 0.638 0.001 0.085 0.639 0.677 0.711 0.744
log_lik[1315] 0.961 0.001 0.039 0.962 0.979 0.994 1.010
log_lik[1316] 0.622 0.001 0.056 0.623 0.647 0.670 0.693
log_lik[1317] 1.110 0.001 0.038 1.111 1.127 1.141 1.158
log_lik[1318] 0.946 0.001 0.039 0.947 0.964 0.980 0.996
log_lik[1319] 0.234 0.001 0.054 0.234 0.258 0.281 0.303
log_lik[1320] -0.049 0.001 0.070 -0.049 -0.019 0.009 0.039
log_lik[1321] 0.531 0.001 0.047 0.531 0.551 0.572 0.591
log_lik[1322] 1.134 0.000 0.030 1.134 1.147 1.159 1.172
log_lik[1323] 0.626 0.001 0.041 0.626 0.644 0.661 0.679
log_lik[1324] 0.431 0.001 0.050 0.431 0.453 0.474 0.494
log_lik[1325] 0.088 0.001 0.054 0.088 0.111 0.133 0.157
log_lik[1326] 1.121 0.000 0.030 1.121 1.134 1.146 1.160
log_lik[1327] 0.962 0.000 0.032 0.962 0.976 0.989 1.003
log_lik[1328] 0.396 0.001 0.068 0.396 0.427 0.453 0.482
log_lik[1329] 0.978 0.000 0.033 0.979 0.993 1.007 1.020
log_lik[1330] 0.780 0.001 0.043 0.781 0.799 0.816 0.836
log_lik[1331] 0.898 0.001 0.044 0.899 0.917 0.934 0.952
log_lik[1332] 1.084 0.001 0.034 1.085 1.100 1.114 1.128
log_lik[1333] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[1334] 1.007 0.001 0.040 1.007 1.025 1.039 1.056
log_lik[1335] -1.641 0.001 0.066 -1.641 -1.613 -1.585 -1.556
log_lik[1336] 1.020 0.001 0.047 1.023 1.042 1.060 1.079
log_lik[1337] 0.284 0.001 0.063 0.283 0.313 0.339 0.365
log_lik[1338] 1.134 0.000 0.030 1.134 1.147 1.159 1.173
log_lik[1339] 0.686 0.001 0.052 0.687 0.710 0.730 0.753
log_lik[1340] 1.121 0.000 0.031 1.122 1.135 1.147 1.161
log_lik[1341] 0.335 0.001 0.055 0.336 0.358 0.381 0.405
log_lik[1342] 0.832 0.002 0.103 0.836 0.883 0.921 0.961
log_lik[1343] 0.784 0.001 0.059 0.785 0.812 0.834 0.858
log_lik[1344] 0.893 0.001 0.052 0.895 0.916 0.936 0.958
log_lik[1345] 1.115 0.000 0.030 1.115 1.128 1.140 1.153
log_lik[1346] 0.788 0.001 0.044 0.789 0.808 0.825 0.843
log_lik[1347] 0.786 0.001 0.039 0.786 0.803 0.819 0.836
log_lik[1348] 0.786 0.000 0.038 0.786 0.803 0.818 0.834
log_lik[1349] 0.189 0.001 0.063 0.191 0.218 0.242 0.268
log_lik[1350] 1.126 0.000 0.030 1.126 1.139 1.151 1.164
log_lik[1351] 1.105 0.000 0.030 1.105 1.117 1.129 1.143
log_lik[1352] 1.140 0.000 0.030 1.140 1.154 1.165 1.178
log_lik[1353] 1.112 0.000 0.031 1.112 1.126 1.138 1.152
log_lik[1354] 1.036 0.000 0.031 1.036 1.050 1.062 1.076
log_lik[1355] 1.026 0.001 0.042 1.027 1.046 1.062 1.080
log_lik[1356] 1.140 0.000 0.030 1.140 1.153 1.164 1.178
log_lik[1357] 0.649 0.001 0.045 0.650 0.670 0.688 0.707
log_lik[1358] -1.283 0.001 0.062 -1.283 -1.256 -1.231 -1.202
log_lik[1359] 0.841 0.001 0.046 0.842 0.862 0.879 0.899
log_lik[1360] 0.199 0.001 0.059 0.200 0.226 0.251 0.275
log_lik[1361] -0.519 0.001 0.064 -0.519 -0.491 -0.465 -0.437
log_lik[1362] 0.576 0.001 0.058 0.577 0.603 0.626 0.650
log_lik[1363] 0.957 0.001 0.041 0.958 0.975 0.992 1.009
log_lik[1364] 0.729 0.001 0.061 0.731 0.758 0.782 0.807
log_lik[1365] -1.873 0.001 0.069 -1.873 -1.843 -1.815 -1.785
log_lik[1366] 1.139 0.000 0.030 1.139 1.153 1.164 1.177
log_lik[1367] 0.943 0.001 0.047 0.943 0.964 0.982 1.002
log_lik[1368] 0.950 0.001 0.041 0.951 0.968 0.985 1.002
log_lik[1369] 1.092 0.000 0.033 1.092 1.106 1.120 1.133
log_lik[1370] 0.763 0.001 0.065 0.764 0.793 0.819 0.845
log_lik[1371] -0.483 0.001 0.079 -0.483 -0.449 -0.416 -0.382
log_lik[1372] 0.987 0.001 0.044 0.988 1.008 1.025 1.043
log_lik[1373] -0.194 0.001 0.077 -0.194 -0.161 -0.129 -0.095
log_lik[1374] 1.130 0.000 0.030 1.130 1.143 1.155 1.169
log_lik[1375] 0.740 0.001 0.049 0.740 0.761 0.781 0.803
log_lik[1376] 0.782 0.001 0.052 0.783 0.806 0.826 0.847
log_lik[1377] 0.965 0.001 0.040 0.965 0.983 0.999 1.016
log_lik[1378] 0.775 0.001 0.052 0.775 0.799 0.820 0.841
log_lik[1379] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[1380] 0.946 0.001 0.053 0.947 0.970 0.991 1.013
log_lik[1381] 0.466 0.001 0.070 0.467 0.498 0.526 0.553
log_lik[1382] 0.183 0.001 0.064 0.184 0.211 0.236 0.265
log_lik[1383] 0.874 0.001 0.057 0.875 0.899 0.922 0.945
log_lik[1384] 1.135 0.000 0.030 1.135 1.148 1.160 1.174
log_lik[1385] 1.065 0.001 0.038 1.066 1.082 1.097 1.113
log_lik[1386] 0.406 0.001 0.056 0.407 0.431 0.454 0.477
log_lik[1387] 1.012 0.000 0.037 1.012 1.028 1.043 1.058
log_lik[1388] 1.083 0.000 0.033 1.084 1.098 1.111 1.125
log_lik[1389] 1.006 0.001 0.045 1.008 1.027 1.044 1.063
log_lik[1390] 1.124 0.000 0.031 1.124 1.137 1.150 1.164
log_lik[1391] 1.117 0.000 0.031 1.117 1.130 1.143 1.157
log_lik[1392] 1.115 0.000 0.031 1.115 1.128 1.141 1.155
log_lik[1393] 1.134 0.000 0.031 1.134 1.147 1.159 1.172
log_lik[1394] 0.517 0.001 0.062 0.518 0.546 0.570 0.595
log_lik[1395] 0.779 0.001 0.050 0.780 0.801 0.821 0.843
log_lik[1396] -0.201 0.001 0.086 -0.202 -0.163 -0.128 -0.092
log_lik[1397] -0.100 0.001 0.072 -0.100 -0.068 -0.039 -0.007
log_lik[1398] -0.469 0.001 0.068 -0.470 -0.439 -0.413 -0.384
log_lik[1399] -1.825 0.001 0.101 -1.827 -1.781 -1.740 -1.693
log_lik[1400] 0.731 0.001 0.054 0.732 0.755 0.775 0.799
log_lik[1401] -0.923 0.001 0.075 -0.923 -0.891 -0.860 -0.826
log_lik[1402] 0.956 0.001 0.047 0.957 0.978 0.996 1.015
log_lik[1403] -0.200 0.001 0.057 -0.200 -0.175 -0.152 -0.126
log_lik[1404] 0.819 0.001 0.044 0.820 0.838 0.855 0.873
log_lik[1405] 1.126 0.000 0.031 1.126 1.140 1.152 1.165
log_lik[1406] 0.975 0.001 0.041 0.976 0.994 1.010 1.027
log_lik[1407] 0.843 0.001 0.041 0.844 0.862 0.878 0.895
log_lik[1408] 1.139 0.000 0.030 1.139 1.152 1.164 1.177
log_lik[1409] 1.074 0.000 0.035 1.075 1.089 1.104 1.120
log_lik[1410] -1.836 0.001 0.073 -1.835 -1.803 -1.774 -1.744
log_lik[1411] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[1412] -0.102 0.001 0.075 -0.103 -0.070 -0.040 -0.007
log_lik[1413] -1.096 0.001 0.059 -1.096 -1.072 -1.047 -1.019
log_lik[1414] 0.061 0.003 0.165 0.064 0.136 0.203 0.269
log_lik[1415] -3.569 0.002 0.123 -3.566 -3.513 -3.463 -3.415
log_lik[1416] -0.721 0.001 0.073 -0.721 -0.689 -0.659 -0.628
log_lik[1417] -0.314 0.001 0.060 -0.315 -0.289 -0.264 -0.237
log_lik[1418] 0.842 0.001 0.070 0.846 0.876 0.901 0.930
log_lik[1419] -2.420 0.002 0.114 -2.422 -2.370 -2.323 -2.273
log_lik[1420] 1.108 0.001 0.041 1.110 1.127 1.142 1.157
log_lik[1421] -0.533 0.001 0.066 -0.533 -0.504 -0.479 -0.450
log_lik[1422] 0.601 0.001 0.070 0.603 0.634 0.661 0.690
log_lik[1423] -0.805 0.001 0.085 -0.807 -0.768 -0.732 -0.696
log_lik[1424] -6.618 0.004 0.254 -6.615 -6.499 -6.403 -6.296
log_lik[1425] -3.970 0.002 0.168 -3.969 -3.894 -3.826 -3.756
log_lik[1426] -0.299 0.002 0.105 -0.299 -0.253 -0.209 -0.163
log_lik[1427] 0.772 0.003 0.212 0.803 0.890 0.961 1.026
log_lik[1428] -0.997 0.003 0.201 -0.996 -0.910 -0.828 -0.738
log_lik[1429] 0.753 0.001 0.090 0.755 0.797 0.832 0.867
log_lik[1430] 0.710 0.001 0.071 0.712 0.742 0.770 0.799
log_lik[1431] -0.151 0.002 0.147 -0.151 -0.085 -0.028 0.041
log_lik[1432] 0.637 0.002 0.166 0.647 0.718 0.782 0.849
log_lik[1433] -2.504 0.002 0.140 -2.504 -2.443 -2.386 -2.325
log_lik[1434] 1.055 0.001 0.045 1.057 1.077 1.094 1.111
log_lik[1435] 0.295 0.002 0.109 0.297 0.345 0.387 0.432
log_lik[1436] 0.889 0.001 0.087 0.896 0.932 0.963 0.995
log_lik[1437] 1.067 0.001 0.044 1.069 1.088 1.104 1.121
log_lik[1438] -0.501 0.002 0.157 -0.503 -0.434 -0.370 -0.304
log_lik[1439] -0.116 0.001 0.105 -0.114 -0.069 -0.027 0.019
log_lik[1440] 0.476 0.001 0.081 0.478 0.513 0.544 0.577
log_lik[1441] 0.924 0.001 0.066 0.927 0.955 0.981 1.007
log_lik[1442] 1.087 0.001 0.051 1.091 1.112 1.130 1.149
log_lik[1443] 0.661 0.001 0.077 0.663 0.698 0.726 0.758
log_lik[1444] 0.232 0.002 0.133 0.236 0.294 0.344 0.400
log_lik[1445] -0.552 0.002 0.123 -0.550 -0.497 -0.448 -0.394
log_lik[1446] 0.989 0.001 0.061 0.993 1.020 1.041 1.065
log_lik[1447] -0.069 0.003 0.174 -0.066 0.007 0.080 0.154
log_lik[1448] 0.607 0.001 0.062 0.610 0.635 0.659 0.685
log_lik[1449] -0.688 0.001 0.067 -0.688 -0.659 -0.633 -0.604
log_lik[1450] -5.639 0.003 0.200 -5.634 -5.550 -5.472 -5.384
log_lik[1451] 0.821 0.002 0.159 0.837 0.905 0.957 1.012
log_lik[1452] 1.034 0.001 0.060 1.039 1.063 1.085 1.106
log_lik[1453] 0.092 0.001 0.066 0.092 0.121 0.149 0.177
log_lik[1454] 0.404 0.001 0.096 0.407 0.450 0.484 0.525
log_lik[1455] -1.076 0.002 0.138 -1.077 -1.016 -0.959 -0.895
log_lik[1456] 1.071 0.001 0.044 1.074 1.093 1.109 1.126
log_lik[1457] 0.396 0.002 0.127 0.400 0.457 0.502 0.559
log_lik[1458] 0.382 0.001 0.074 0.382 0.415 0.445 0.477
log_lik[1459] 0.755 0.002 0.101 0.758 0.804 0.843 0.884
log_lik[1460] -4.168 0.002 0.131 -4.164 -4.108 -4.058 -4.002
y_hat 12.307 0.003 0.239 12.306 12.363 12.425 12.505
lp__ 1326.123 0.042 2.105 1326.419 1327.291 1327.903 1328.534
n_eff Rhat
alpha 5835 1.000
beta[1] 4216 1.000
beta[2] 4247 1.001
beta[3] 3759 1.000
beta_mu[1] 5711 1.000
beta_mu[2] 5642 1.000
beta_mu[3] 5004 1.000
sigma 4323 1.001
nu 4310 1.000
mu[1] 5684 1.000
mu[2] 5622 1.000
mu[3] 4963 1.000
mu[4] 5277 1.000
mu[5] 4636 1.000
mu[6] 5307 1.000
mu[7] 4324 1.000
mu[8] 4006 1.000
mu[9] 5700 1.000
mu[10] 5514 1.000
mu[11] 5706 1.000
mu[12] 5306 1.000
mu[13] 5917 1.000
mu[14] 5688 1.000
mu[15] 4627 1.000
mu[16] 5719 1.000
mu[17] 4336 1.000
mu[18] 5099 1.000
mu[19] 5689 1.000
mu[20] 5319 1.000
mu[21] 5589 1.000
mu[22] 5879 1.000
mu[23] 5495 1.000
mu[24] 5716 1.000
mu[25] 5770 1.000
mu[26] 4949 1.000
mu[27] 4883 1.000
mu[28] 4313 1.000
mu[29] 5737 1.000
mu[30] 5075 1.000
mu[31] 4661 1.000
mu[32] 4873 1.000
mu[33] 5418 1.000
mu[34] 5726 1.000
mu[35] 4356 1.000
mu[36] 4956 1.000
mu[37] 4760 1.000
mu[38] 4580 1.001
mu[39] 5727 1.000
mu[40] 4907 1.000
mu[41] 5767 1.000
mu[42] 5115 1.000
mu[43] 5864 1.000
mu[44] 4959 1.000
mu[45] 5177 1.000
mu[46] 4856 1.000
mu[47] 4515 1.000
mu[48] 4878 1.000
mu[49] 4810 1.000
mu[50] 4609 1.000
mu[51] 4908 1.000
mu[52] 4604 1.000
mu[53] 5752 1.000
mu[54] 5638 1.000
mu[55] 4168 1.000
mu[56] 5760 1.000
mu[57] 4533 1.000
mu[58] 5817 1.000
mu[59] 5417 1.000
mu[60] 5502 1.000
mu[61] 4012 1.000
mu[62] 4749 1.000
mu[63] 4966 1.000
mu[64] 5396 1.000
mu[65] 4837 1.000
mu[66] 5432 1.000
mu[67] 5441 1.000
mu[68] 5184 1.000
mu[69] 4418 1.000
mu[70] 5032 1.000
mu[71] 4494 1.000
mu[72] 4866 1.000
mu[73] 5061 1.000
mu[74] 5618 1.000
mu[75] 4823 1.000
mu[76] 4809 1.000
mu[77] 5710 1.000
mu[78] 5340 1.000
mu[79] 5246 1.000
mu[80] 4641 1.000
mu[81] 5365 1.000
mu[82] 5677 1.000
mu[83] 5327 1.000
mu[84] 4397 1.000
mu[85] 5458 1.000
mu[86] 4969 1.001
mu[87] 4981 1.000
mu[88] 5136 1.000
mu[89] 5050 1.000
mu[90] 4842 1.000
mu[91] 5592 1.000
mu[92] 5649 1.000
mu[93] 5679 1.000
mu[94] 5198 1.000
mu[95] 4951 1.000
mu[96] 4882 1.000
mu[97] 5522 1.000
mu[98] 5236 1.000
mu[99] 5216 1.000
mu[100] 5627 1.000
mu[101] 4236 1.000
mu[102] 4547 1.000
mu[103] 5544 1.000
mu[104] 4520 1.000
mu[105] 4761 1.000
mu[106] 4820 1.000
mu[107] 5664 1.000
mu[108] 5064 1.000
mu[109] 4947 1.000
mu[110] 4908 1.000
mu[111] 5099 1.000
mu[112] 4431 1.000
mu[113] 4742 1.000
mu[114] 5709 1.000
mu[115] 4494 1.000
mu[116] 4361 1.000
mu[117] 5097 1.000
mu[118] 4965 1.000
mu[119] 5177 1.000
mu[120] 5630 1.000
mu[121] 5568 1.000
mu[122] 4953 1.000
mu[123] 5045 1.000
mu[124] 5760 1.000
mu[125] 4405 1.000
mu[126] 5131 1.000
mu[127] 4306 1.000
mu[128] 5513 1.000
mu[129] 4253 1.000
mu[130] 5018 1.000
mu[131] 5473 1.000
mu[132] 4626 1.000
mu[133] 4663 1.000
mu[134] 5343 1.000
mu[135] 5832 1.000
mu[136] 4995 1.000
mu[137] 4504 1.000
mu[138] 5276 1.000
mu[139] 5620 1.000
mu[140] 4714 1.000
mu[141] 3872 1.000
mu[142] 5211 1.000
mu[143] 5533 1.000
mu[144] 5528 1.000
mu[145] 4709 1.001
mu[146] 5612 1.000
mu[147] 4582 1.000
mu[148] 5496 1.000
mu[149] 4865 1.000
mu[150] 5790 1.000
mu[151] 4449 1.000
mu[152] 4549 1.000
mu[153] 4649 1.000
mu[154] 4977 1.000
mu[155] 5771 1.000
mu[156] 4223 1.000
mu[157] 4168 1.000
mu[158] 4749 1.000
mu[159] 4825 1.000
mu[160] 5139 1.000
mu[161] 4920 1.000
mu[162] 4581 1.000
mu[163] 5260 1.000
mu[164] 4323 1.000
mu[165] 5283 1.000
mu[166] 4564 1.000
mu[167] 5741 1.000
mu[168] 5066 1.000
mu[169] 4027 1.000
mu[170] 4280 1.001
mu[171] 4314 1.000
mu[172] 4612 1.000
mu[173] 4481 1.000
mu[174] 5277 1.000
mu[175] 4396 1.000
mu[176] 4647 1.000
mu[177] 4557 1.000
mu[178] 5196 1.000
mu[179] 4093 1.000
mu[180] 4402 1.000
mu[181] 5127 1.000
mu[182] 4856 1.000
mu[183] 4837 1.000
mu[184] 4559 1.000
mu[185] 5513 1.000
mu[186] 5143 1.000
mu[187] 4720 1.000
mu[188] 5819 1.000
mu[189] 4536 1.000
mu[190] 5460 1.000
mu[191] 3966 1.000
mu[192] 4556 1.000
mu[193] 3988 1.000
mu[194] 4812 1.000
mu[195] 4537 1.000
mu[196] 4642 1.000
mu[197] 5062 1.000
mu[198] 4302 1.000
mu[199] 4080 1.000
mu[200] 4504 1.000
mu[201] 5628 1.000
mu[202] 5512 1.000
mu[203] 5446 1.000
mu[204] 4451 1.001
mu[205] 4813 1.001
mu[206] 4201 1.000
mu[207] 5694 1.000
mu[208] 5811 1.000
mu[209] 4315 1.000
mu[210] 4926 1.000
mu[211] 4443 1.000
mu[212] 5636 1.000
mu[213] 4845 1.000
mu[214] 5861 1.000
mu[215] 4386 1.000
mu[216] 4189 1.001
mu[217] 4497 1.000
mu[218] 4740 1.001
mu[219] 5652 1.000
mu[220] 5584 1.000
mu[221] 4752 1.000
mu[222] 4785 1.000
mu[223] 4946 1.000
mu[224] 4323 1.000
mu[225] 4080 1.000
mu[226] 3869 1.000
mu[227] 5198 1.000
mu[228] 4482 1.000
mu[229] 5185 1.000
mu[230] 5033 1.000
mu[231] 4820 1.000
mu[232] 3969 1.000
mu[233] 5470 1.000
mu[234] 5520 1.000
mu[235] 4260 1.000
mu[236] 5015 1.000
mu[237] 4724 1.000
mu[238] 5426 1.000
mu[239] 5856 1.000
mu[240] 4710 1.000
mu[241] 5376 1.000
mu[242] 4182 1.000
mu[243] 4884 1.000
mu[244] 4796 1.000
mu[245] 4485 1.000
mu[246] 4747 1.000
mu[247] 4943 1.000
mu[248] 5743 1.000
mu[249] 4382 1.000
mu[250] 5515 1.000
mu[251] 4911 1.000
mu[252] 4791 1.001
mu[253] 5452 1.000
mu[254] 5762 1.000
mu[255] 5282 1.000
mu[256] 4364 1.000
mu[257] 4276 1.000
mu[258] 4442 1.000
mu[259] 5055 1.000
mu[260] 5380 1.000
mu[261] 5853 1.000
mu[262] 4367 1.000
mu[263] 4013 1.000
mu[264] 5666 1.000
mu[265] 5100 1.000
mu[266] 4160 1.000
mu[267] 5575 1.000
mu[268] 5479 1.000
mu[269] 4296 1.000
mu[270] 3961 1.000
mu[271] 5035 1.000
mu[272] 5310 1.000
mu[273] 5594 1.000
mu[274] 4980 1.000
mu[275] 5777 1.000
mu[276] 4197 1.000
mu[277] 4827 1.000
mu[278] 5534 1.000
mu[279] 4952 1.000
mu[280] 5300 1.000
mu[281] 4809 1.000
mu[282] 5575 1.000
mu[283] 5341 1.000
mu[284] 5490 1.000
mu[285] 5593 1.000
mu[286] 4992 1.000
mu[287] 5284 1.000
mu[288] 5724 1.000
mu[289] 4887 1.000
mu[290] 5503 1.000
mu[291] 5041 1.000
mu[292] 5696 1.000
mu[293] 4528 1.000
mu[294] 5370 1.000
mu[295] 5699 1.000
mu[296] 4872 1.000
mu[297] 3980 1.000
mu[298] 4925 1.000
mu[299] 5620 1.000
mu[300] 4517 1.000
mu[301] 5711 1.000
mu[302] 5333 1.000
mu[303] 5748 1.000
mu[304] 5065 1.000
mu[305] 5119 1.000
mu[306] 5179 1.000
mu[307] 5340 1.000
mu[308] 5153 1.000
mu[309] 5119 1.000
mu[310] 5109 1.000
mu[311] 4494 1.000
mu[312] 5124 1.000
mu[313] 5785 1.000
mu[314] 5887 1.000
mu[315] 5141 1.000
mu[316] 5428 1.000
mu[317] 5379 1.000
mu[318] 5906 1.000
mu[319] 4973 1.000
mu[320] 4516 1.001
mu[321] 4665 1.000
mu[322] 4523 1.000
mu[323] 5122 1.000
mu[324] 4665 1.000
mu[325] 5528 1.000
mu[326] 4389 1.000
mu[327] 4978 1.000
mu[328] 5111 1.000
mu[329] 5583 1.000
mu[330] 5546 1.000
mu[331] 5412 1.000
mu[332] 4253 1.000
mu[333] 3937 1.000
mu[334] 4359 1.001
mu[335] 4785 1.000
mu[336] 5176 1.000
mu[337] 5702 1.000
mu[338] 4218 1.000
mu[339] 5817 1.000
mu[340] 5253 1.000
mu[341] 4551 1.000
mu[342] 5162 1.000
mu[343] 5141 1.000
mu[344] 5227 1.000
mu[345] 4555 1.000
mu[346] 5645 1.000
mu[347] 5381 1.000
mu[348] 4671 1.000
mu[349] 4476 1.000
mu[350] 5604 1.000
mu[351] 5198 1.000
mu[352] 4336 1.000
mu[353] 4751 1.000
mu[354] 4668 1.000
mu[355] 5722 1.000
mu[356] 5377 1.000
mu[357] 4080 1.000
mu[358] 5055 1.000
mu[359] 5646 1.000
mu[360] 5216 1.000
mu[361] 5268 1.000
mu[362] 5492 1.000
mu[363] 5809 1.000
mu[364] 5343 1.000
mu[365] 4820 1.000
mu[366] 5548 1.000
mu[367] 5411 1.000
mu[368] 5127 1.000
mu[369] 5582 1.000
mu[370] 5368 1.000
mu[371] 5765 1.000
mu[372] 4899 1.000
mu[373] 5668 1.000
mu[374] 5099 1.000
mu[375] 5479 1.000
mu[376] 5599 1.000
mu[377] 5258 1.000
mu[378] 5641 1.000
mu[379] 5398 1.000
mu[380] 4284 1.000
mu[381] 5125 1.000
mu[382] 5439 1.000
mu[383] 4454 1.000
mu[384] 5882 1.000
mu[385] 5179 1.000
mu[386] 4590 1.000
mu[387] 4850 1.000
mu[388] 4901 1.000
mu[389] 5453 1.000
mu[390] 5246 1.000
mu[391] 5952 1.000
mu[392] 4858 1.000
mu[393] 5011 1.000
mu[394] 5924 1.000
mu[395] 5679 1.000
mu[396] 5410 1.000
mu[397] 4818 1.000
mu[398] 5200 1.000
mu[399] 4768 1.000
mu[400] 5260 1.000
mu[401] 4479 1.000
mu[402] 5687 1.000
mu[403] 4799 1.000
mu[404] 4798 1.000
mu[405] 4428 1.000
mu[406] 4446 1.000
mu[407] 5450 1.000
mu[408] 5361 1.000
mu[409] 5348 1.000
mu[410] 4757 1.000
mu[411] 5551 1.000
mu[412] 5392 1.000
mu[413] 5583 1.000
mu[414] 5373 1.000
mu[415] 5221 1.000
mu[416] 5018 1.000
mu[417] 5711 1.000
mu[418] 4753 1.000
mu[419] 5728 1.000
mu[420] 5770 1.000
mu[421] 5441 1.000
mu[422] 5348 1.000
mu[423] 5476 1.000
mu[424] 5314 1.000
mu[425] 4110 1.000
mu[426] 4579 1.000
mu[427] 5373 1.000
mu[428] 4914 1.000
mu[429] 5329 1.000
mu[430] 5658 1.000
mu[431] 5240 1.000
mu[432] 5243 1.000
mu[433] 4831 1.000
mu[434] 5624 1.000
mu[435] 4359 1.000
mu[436] 5501 1.000
mu[437] 5397 1.000
mu[438] 5877 1.000
mu[439] 5300 1.000
mu[440] 5176 1.000
mu[441] 4232 1.000
mu[442] 5048 1.000
mu[443] 5628 1.000
mu[444] 5810 1.000
mu[445] 5224 1.000
mu[446] 4860 1.000
mu[447] 5529 1.000
mu[448] 4693 1.000
mu[449] 5113 1.000
mu[450] 5045 1.000
mu[451] 5116 1.000
mu[452] 5600 1.000
mu[453] 5533 1.000
mu[454] 4647 1.000
mu[455] 4543 1.000
mu[456] 4285 1.000
mu[457] 5487 1.000
mu[458] 5606 1.000
mu[459] 4942 1.000
mu[460] 5288 1.000
mu[461] 5082 1.000
mu[462] 5402 1.000
mu[463] 5392 1.000
mu[464] 5243 1.000
mu[465] 4945 1.000
mu[466] 5803 1.000
mu[467] 4397 1.001
mu[468] 5385 1.000
mu[469] 4678 1.001
mu[470] 4809 1.000
mu[471] 4738 1.000
mu[472] 4152 1.000
mu[473] 4484 1.000
mu[474] 4054 1.000
mu[475] 5378 1.000
mu[476] 5714 1.000
mu[477] 5624 1.000
mu[478] 4779 1.000
mu[479] 5016 1.000
mu[480] 5223 1.000
mu[481] 5372 1.000
mu[482] 5108 1.000
mu[483] 5023 1.000
mu[484] 5834 1.000
mu[485] 5679 1.000
mu[486] 5875 1.000
mu[487] 5155 1.000
mu[488] 5609 1.000
mu[489] 5311 1.000
mu[490] 4789 1.000
mu[491] 5270 1.000
mu[492] 5565 1.000
mu[493] 5569 1.000
mu[494] 5585 1.000
mu[495] 5116 1.000
mu[496] 4480 1.000
mu[497] 4223 1.000
mu[498] 4175 1.000
mu[499] 4564 1.000
mu[500] 4675 1.000
mu[501] 5395 1.000
mu[502] 4667 1.000
mu[503] 5644 1.000
mu[504] 5256 1.000
mu[505] 5008 1.000
mu[506] 4382 1.000
mu[507] 5330 1.000
mu[508] 4745 1.000
mu[509] 4294 1.000
mu[510] 4870 1.000
mu[511] 5170 1.000
mu[512] 4629 1.000
mu[513] 4204 1.000
mu[514] 5087 1.000
mu[515] 5188 1.000
mu[516] 4786 1.000
mu[517] 5317 1.000
mu[518] 5144 1.000
mu[519] 4625 1.000
mu[520] 5320 1.000
mu[521] 4772 1.000
mu[522] 4953 1.000
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log_lik[1389] 4794 1.000
log_lik[1390] 4887 1.001
log_lik[1391] 4756 1.001
log_lik[1392] 5029 1.001
log_lik[1393] 4648 1.001
log_lik[1394] 5115 1.000
log_lik[1395] 5322 1.000
log_lik[1396] 4417 1.000
log_lik[1397] 4820 1.000
log_lik[1398] 5116 1.000
log_lik[1399] 4659 1.000
log_lik[1400] 5210 1.000
log_lik[1401] 4780 1.000
log_lik[1402] 4557 1.000
log_lik[1403] 4794 1.000
log_lik[1404] 5537 1.000
log_lik[1405] 4560 1.001
log_lik[1406] 4709 1.000
log_lik[1407] 5786 1.000
log_lik[1408] 4775 1.001
log_lik[1409] 5078 1.001
log_lik[1410] 6049 1.000
log_lik[1411] 4635 1.001
log_lik[1412] 4265 1.000
log_lik[1413] 5565 1.000
log_lik[1414] 3993 1.000
log_lik[1415] 5282 1.000
log_lik[1416] 4674 1.000
log_lik[1417] 4889 1.000
log_lik[1418] 4254 1.000
log_lik[1419] 5017 1.000
log_lik[1420] 4332 1.000
log_lik[1421] 5280 1.000
log_lik[1422] 4467 1.000
log_lik[1423] 4827 1.000
log_lik[1424] 5138 1.000
log_lik[1425] 4871 1.000
log_lik[1426] 4714 1.000
log_lik[1427] 3861 1.000
log_lik[1428] 4207 1.000
log_lik[1429] 4783 1.000
log_lik[1430] 5979 1.000
log_lik[1431] 4691 1.000
log_lik[1432] 4661 1.000
log_lik[1433] 4721 1.000
log_lik[1434] 5365 1.001
log_lik[1435] 4984 1.000
log_lik[1436] 4890 1.000
log_lik[1437] 5194 1.001
log_lik[1438] 4148 1.000
log_lik[1439] 4973 1.000
log_lik[1440] 5708 1.000
log_lik[1441] 4914 1.000
log_lik[1442] 4461 1.000
log_lik[1443] 4989 1.000
log_lik[1444] 4446 1.000
log_lik[1445] 4467 1.000
log_lik[1446] 4682 1.000
log_lik[1447] 4246 1.000
log_lik[1448] 4843 1.000
log_lik[1449] 5020 1.000
log_lik[1450] 5446 1.000
log_lik[1451] 4544 1.000
log_lik[1452] 4806 1.001
log_lik[1453] 5371 1.000
log_lik[1454] 4796 1.000
log_lik[1455] 4600 1.001
log_lik[1456] 4631 1.000
log_lik[1457] 4249 1.000
log_lik[1458] 5378 1.001
log_lik[1459] 4254 1.000
log_lik[1460] 6284 1.000
y_hat 6147 1.000
lp__ 2542 1.001
Samples were drawn using NUTS(diag_e) at Sun Sep 1 11:25:48 2019.
For each parameter, n_eff is a crude measure of effective sample size,
and Rhat is the potential scale reduction factor on split chains (at
convergence, Rhat=1).Params
beta_params1 = str_c(lapply(1:K, function (i) str_interp("beta[${i}]")))
beta_mu_params1 = str_c(lapply(1:K, function (i) str_interp("beta_mu[${i}]")))
params1 = c('alpha', beta_params1, beta_mu_params1, 'sigma', 'nu')Diagnostics
summary(sf1)$summary
mean se_mean sd 2.5%
alpha 1.230549e+01 5.082090e-05 0.003882032 1.229809e+01
beta[1] 6.270737e-01 1.526399e-03 0.099107562 4.356446e-01
beta[2] 6.568859e-01 1.682065e-03 0.109623840 4.395799e-01
beta[3] 1.907473e+00 1.981057e-03 0.121467231 1.671973e+00
beta_mu[1] 2.210372e-01 2.197577e-01 16.607134686 -3.237411e+01
beta_mu[2] 6.408439e-01 2.192514e-01 16.469379718 -3.125647e+01
beta_mu[3] 1.526474e+00 2.364856e-01 16.728445628 -3.163981e+01
sigma 1.162903e-01 5.900895e-05 0.003879989 1.087666e-01
nu 2.706152e+00 3.191462e-03 0.209529582 2.323164e+00
mu[1] 1.651823e+01 1.034357e-04 0.007798488 1.650320e+01
mu[2] 1.685634e+01 1.125101e-04 0.008435805 1.684003e+01
mu[3] 1.641274e+01 1.366835e-04 0.009629525 1.639413e+01
mu[4] 1.709907e+01 1.221055e-04 0.008870450 1.708209e+01
mu[5] 1.715320e+01 2.687324e-04 0.018297283 1.711756e+01
mu[6] 1.769504e+01 1.476132e-04 0.010753466 1.767421e+01
mu[7] 1.735266e+01 2.366661e-04 0.015561826 1.732250e+01
mu[8] 1.763671e+01 3.387864e-04 0.021442575 1.759570e+01
mu[9] 1.735291e+01 1.161658e-04 0.008770674 1.733585e+01
mu[10] 1.780528e+01 1.288273e-04 0.009566337 1.778674e+01
mu[11] 1.801530e+01 1.265266e-04 0.009557536 1.799652e+01
mu[12] 1.914854e+01 1.583205e-04 0.011532000 1.912631e+01
mu[13] 1.895710e+01 1.337321e-04 0.010286943 1.893702e+01
mu[14] 1.843084e+01 1.345697e-04 0.010148969 1.841096e+01
mu[15] 1.750627e+01 3.171674e-04 0.021574764 1.746480e+01
mu[16] 1.688517e+01 1.079202e-04 0.008161097 1.686932e+01
mu[17] 1.720101e+01 2.129318e-04 0.014021223 1.717419e+01
mu[18] 1.746839e+01 1.432471e-04 0.010228928 1.744885e+01
mu[19] 1.720015e+01 1.159686e-04 0.008746882 1.718313e+01
mu[20] 1.648328e+01 1.373812e-04 0.010019202 1.646413e+01
mu[21] 1.624305e+01 1.072357e-04 0.008017150 1.622744e+01
mu[22] 1.638822e+01 9.536684e-05 0.007312513 1.637415e+01
mu[23] 1.634528e+01 1.133429e-04 0.008401993 1.632922e+01
mu[24] 1.683952e+01 1.076167e-04 0.008135981 1.682375e+01
mu[25] 1.693196e+01 1.068545e-04 0.008117052 1.691614e+01
mu[26] 1.618940e+01 1.496248e-04 0.010525740 1.616917e+01
mu[27] 1.606052e+01 1.439948e-04 0.010062237 1.604071e+01
mu[28] 1.584666e+01 1.995691e-04 0.013106393 1.582055e+01
mu[29] 1.543828e+01 8.555116e-05 0.006479918 1.542577e+01
mu[30] 1.523841e+01 1.213148e-04 0.008642044 1.522127e+01
mu[31] 1.531786e+01 1.473024e-04 0.010056740 1.529842e+01
mu[32] 1.467625e+01 1.309444e-04 0.009140439 1.465864e+01
mu[33] 1.415288e+01 8.436056e-05 0.006209700 1.414103e+01
mu[34] 1.393607e+01 6.812147e-05 0.005154916 1.392623e+01
mu[35] 1.322658e+01 2.585789e-04 0.017065775 1.319350e+01
mu[36] 1.317206e+01 8.807316e-05 0.006200425 1.315958e+01
mu[37] 1.361240e+01 1.216101e-04 0.008389982 1.359569e+01
mu[38] 1.481136e+01 3.116833e-04 0.021094071 1.476992e+01
mu[39] 1.522440e+01 8.247610e-05 0.006241362 1.521228e+01
mu[40] 1.479099e+01 1.008903e-04 0.007067048 1.477752e+01
mu[41] 1.468721e+01 7.493643e-05 0.005690625 1.467626e+01
mu[42] 1.489588e+01 9.890758e-05 0.007073948 1.488236e+01
mu[43] 1.475428e+01 7.289238e-05 0.005581966 1.474337e+01
mu[44] 1.522767e+01 1.323280e-04 0.009318915 1.520919e+01
mu[45] 1.463167e+01 9.691601e-05 0.006972970 1.461832e+01
mu[46] 1.376814e+01 1.183001e-04 0.008244001 1.375214e+01
mu[47] 1.360712e+01 1.268600e-04 0.008523931 1.359059e+01
mu[48] 1.380749e+01 9.476851e-05 0.006618556 1.379442e+01
mu[49] 1.450019e+01 1.406716e-04 0.009755825 1.448081e+01
mu[50] 1.493877e+01 1.336239e-04 0.009071603 1.492110e+01
mu[51] 1.501365e+01 1.304077e-04 0.009135702 1.499571e+01
mu[52] 1.440349e+01 1.354816e-04 0.009192627 1.438569e+01
mu[53] 1.424278e+01 6.979436e-05 0.005293156 1.423268e+01
mu[54] 1.432369e+01 7.638330e-05 0.005735468 1.431255e+01
mu[55] 1.423861e+01 1.470252e-04 0.009492502 1.422063e+01
mu[56] 1.432685e+01 7.134654e-05 0.005414715 1.431631e+01
mu[57] 1.450416e+01 1.295600e-04 0.008722778 1.448728e+01
mu[58] 1.471733e+01 7.408207e-05 0.005650015 1.470655e+01
mu[59] 1.412143e+01 8.208518e-05 0.006041264 1.410998e+01
mu[60] 1.394859e+01 7.326247e-05 0.005434285 1.393830e+01
mu[61] 1.308052e+01 2.928543e-04 0.018549877 1.304385e+01
mu[62] 1.303998e+01 7.900518e-05 0.005444583 1.302954e+01
mu[63] 1.416546e+01 8.636719e-05 0.006086245 1.415390e+01
mu[64] 1.397957e+01 7.364859e-05 0.005410277 1.396922e+01
mu[65] 1.357676e+01 8.960064e-05 0.006231360 1.356477e+01
mu[66] 1.328378e+01 6.870386e-05 0.005063632 1.327426e+01
mu[67] 1.338870e+01 6.748418e-05 0.004978066 1.337933e+01
mu[68] 1.355927e+01 7.898510e-05 0.005686655 1.354800e+01
mu[69] 1.387630e+01 1.308775e-04 0.008698971 1.385931e+01
mu[70] 1.402839e+01 9.486886e-05 0.006729414 1.401518e+01
mu[71] 1.381928e+01 1.106328e-04 0.007416283 1.380505e+01
mu[72] 1.289523e+01 1.433701e-04 0.010000893 1.287603e+01
mu[73] 1.234760e+01 6.446316e-05 0.004586014 1.233898e+01
mu[74] 1.226348e+01 5.554925e-05 0.004163695 1.225554e+01
mu[75] 1.219219e+01 6.964410e-05 0.004836502 1.218279e+01
mu[76] 1.292940e+01 9.723813e-05 0.006743112 1.291600e+01
mu[77] 1.295661e+01 5.678528e-05 0.004290846 1.294851e+01
mu[78] 1.285670e+01 6.303965e-05 0.004606838 1.284792e+01
mu[79] 1.240228e+01 6.811113e-05 0.004933210 1.239286e+01
mu[80] 1.238502e+01 1.026812e-04 0.006995319 1.237113e+01
mu[81] 1.234174e+01 6.109986e-05 0.004475433 1.233290e+01
mu[82] 1.249767e+01 5.489204e-05 0.004135931 1.248991e+01
mu[83] 1.269162e+01 6.900334e-05 0.005036143 1.268208e+01
mu[84] 1.295155e+01 1.178488e-04 0.007814332 1.293632e+01
mu[85] 1.261360e+01 6.808109e-05 0.005029541 1.260417e+01
mu[86] 1.209788e+01 1.115108e-04 0.007860890 1.208261e+01
mu[87] 1.283752e+01 1.237432e-04 0.008733288 1.282063e+01
mu[88] 1.312186e+01 6.948159e-05 0.004979382 1.311240e+01
mu[89] 1.307765e+01 8.737367e-05 0.006208938 1.306563e+01
mu[90] 1.379798e+01 1.399956e-04 0.009742021 1.377925e+01
mu[91] 1.380747e+01 7.153061e-05 0.005348843 1.379730e+01
mu[92] 1.345705e+01 6.321485e-05 0.004751117 1.344802e+01
mu[93] 1.314242e+01 5.951613e-05 0.004484906 1.313393e+01
mu[94] 1.338122e+01 7.666172e-05 0.005527246 1.337042e+01
mu[95] 1.338581e+01 8.488713e-05 0.005973022 1.337443e+01
mu[96] 1.359304e+01 9.435009e-05 0.006592670 1.358049e+01
mu[97] 1.374492e+01 7.196137e-05 0.005347667 1.373442e+01
mu[98] 1.349591e+01 8.488047e-05 0.006142254 1.348426e+01
mu[99] 1.302825e+01 6.731891e-05 0.004861686 1.301901e+01
mu[100] 1.280808e+01 5.909203e-05 0.004432616 1.279952e+01
mu[101] 1.278199e+01 1.324382e-04 0.008620107 1.276539e+01
mu[102] 1.318812e+01 9.231342e-05 0.006225165 1.317614e+01
mu[103] 1.414589e+01 7.250481e-05 0.005398809 1.413554e+01
mu[104] 1.369849e+01 1.733983e-04 0.011658124 1.367571e+01
mu[105] 1.346589e+01 9.193243e-05 0.006343506 1.345364e+01
mu[106] 1.336982e+01 8.013695e-05 0.005563354 1.335920e+01
mu[107] 1.288216e+01 6.102285e-05 0.004592396 1.287351e+01
mu[108] 1.294488e+01 7.877620e-05 0.005605590 1.293369e+01
mu[109] 1.348009e+01 9.088559e-05 0.006392651 1.346743e+01
mu[110] 1.341050e+01 1.100706e-04 0.007711614 1.339554e+01
mu[111] 1.285908e+01 7.626774e-05 0.005445903 1.284818e+01
mu[112] 1.279525e+01 9.131626e-05 0.006078480 1.278363e+01
mu[113] 1.186981e+01 1.404700e-04 0.009672912 1.185085e+01
mu[114] 1.138422e+01 5.316104e-05 0.004016835 1.137665e+01
mu[115] 1.156952e+01 9.961275e-05 0.006678027 1.155647e+01
mu[116] 1.209954e+01 1.627978e-04 0.010751067 1.207877e+01
mu[117] 1.208665e+01 1.051588e-04 0.007507540 1.207207e+01
mu[118] 1.167281e+01 6.598101e-05 0.004649355 1.166383e+01
mu[119] 1.154511e+01 6.349364e-05 0.004568468 1.153618e+01
mu[120] 1.119642e+01 5.509049e-05 0.004133744 1.118849e+01
mu[121] 1.117060e+01 5.939764e-05 0.004432095 1.116208e+01
mu[122] 1.161826e+01 7.830999e-05 0.005511052 1.160778e+01
mu[123] 1.198129e+01 6.900970e-05 0.004901734 1.197149e+01
mu[124] 1.208148e+01 5.123305e-05 0.003888177 1.207404e+01
mu[125] 1.197110e+01 1.521907e-04 0.010101155 1.195140e+01
mu[126] 1.147272e+01 9.223115e-05 0.006606703 1.145964e+01
mu[127] 1.110849e+01 1.003902e-04 0.006587426 1.109542e+01
mu[128] 1.123306e+01 6.379959e-05 0.004737294 1.122397e+01
mu[129] 1.129476e+01 9.615256e-05 0.006270733 1.128270e+01
mu[130] 1.147652e+01 6.503272e-05 0.004606997 1.146749e+01
mu[131] 1.144322e+01 5.518924e-05 0.004082786 1.143534e+01
mu[132] 1.086009e+01 8.261941e-05 0.005619238 1.084907e+01
mu[133] 1.056490e+01 9.902380e-05 0.006761904 1.055132e+01
mu[134] 1.069426e+01 6.026812e-05 0.004405161 1.068559e+01
mu[135] 1.090823e+01 5.249261e-05 0.004008631 1.090056e+01
mu[136] 1.078347e+01 6.889533e-05 0.004869214 1.077367e+01
mu[137] 1.153793e+01 1.239015e-04 0.008315409 1.152153e+01
mu[138] 1.151206e+01 8.728734e-05 0.006340278 1.149966e+01
mu[139] 1.107999e+01 5.312875e-05 0.003982882 1.107233e+01
mu[140] 1.081660e+01 7.858117e-05 0.005395466 1.080592e+01
mu[141] 1.164936e+01 1.674498e-04 0.010419897 1.162914e+01
mu[142] 1.124522e+01 9.533466e-05 0.006881861 1.123173e+01
mu[143] 1.135651e+01 5.409408e-05 0.004023898 1.134884e+01
mu[144] 1.129636e+01 5.374661e-05 0.003996257 1.128868e+01
mu[145] 1.053516e+01 1.072031e-04 0.007356663 1.052119e+01
mu[146] 1.024748e+01 5.776008e-05 0.004326969 1.023915e+01
mu[147] 1.027592e+01 8.950701e-05 0.006058670 1.026374e+01
mu[148] 1.064667e+01 6.353272e-05 0.004709787 1.063740e+01
mu[149] 1.058048e+01 7.747770e-05 0.005404293 1.056984e+01
mu[150] 1.084695e+01 5.312783e-05 0.004042451 1.083922e+01
mu[151] 1.070639e+01 9.304640e-05 0.006206050 1.069442e+01
mu[152] 1.065752e+01 8.532343e-05 0.005754984 1.064612e+01
mu[153] 1.019148e+01 8.532422e-05 0.005817819 1.018009e+01
mu[154] 1.002541e+01 7.176652e-05 0.005063201 1.001563e+01
mu[155] 1.019500e+01 6.106880e-05 0.004639070 1.018598e+01
mu[156] 1.090086e+01 1.481866e-04 0.009629414 1.088193e+01
mu[157] 1.118478e+01 1.221759e-04 0.007887578 1.116903e+01
mu[158] 1.132229e+01 7.172327e-05 0.004942768 1.131247e+01
mu[159] 1.118206e+01 7.810845e-05 0.005425315 1.117158e+01
mu[160] 1.045203e+01 8.988706e-05 0.006443867 1.043920e+01
mu[161] 1.027799e+01 7.809055e-05 0.005477347 1.026685e+01
mu[162] 1.077812e+01 9.055385e-05 0.006128939 1.076591e+01
mu[163] 1.090062e+01 5.882680e-05 0.004266416 1.089243e+01
mu[164] 1.083990e+01 1.045761e-04 0.006876123 1.082629e+01
mu[165] 1.080105e+01 5.970757e-05 0.004339741 1.079261e+01
mu[166] 1.092169e+01 1.080158e-04 0.007297333 1.090723e+01
mu[167] 1.072109e+01 5.301474e-05 0.004017002 1.071332e+01
mu[168] 1.062198e+01 7.030305e-05 0.005003775 1.061204e+01
mu[169] 1.329518e+01 4.208457e-04 0.026705766 1.324313e+01
mu[170] 1.748408e+01 1.269418e-03 0.083051933 1.731766e+01
mu[171] 1.648833e+01 1.862591e-04 0.012234315 1.646487e+01
mu[172] 1.666181e+01 1.764029e-04 0.011979900 1.663848e+01
mu[173] 1.692968e+01 1.858725e-04 0.012441740 1.690557e+01
mu[174] 1.699242e+01 1.294914e-04 0.009406235 1.697398e+01
mu[175] 1.758635e+01 2.748033e-04 0.018221076 1.755088e+01
mu[176] 1.787388e+01 2.172254e-04 0.014807323 1.784536e+01
mu[177] 1.722547e+01 1.839493e-04 0.012417698 1.720142e+01
mu[178] 1.739922e+01 1.307100e-04 0.009422010 1.738105e+01
mu[179] 1.761445e+01 3.036123e-04 0.019424875 1.757751e+01
mu[180] 1.737196e+01 2.302789e-04 0.015278579 1.734254e+01
mu[181] 1.720427e+01 1.335835e-04 0.009564577 1.718612e+01
mu[182] 1.725169e+01 1.698871e-04 0.011838691 1.722867e+01
mu[183] 1.687977e+01 1.720360e-04 0.011965054 1.685653e+01
mu[184] 1.733063e+01 2.219280e-04 0.014984314 1.730102e+01
mu[185] 1.751843e+01 1.321466e-04 0.009811860 1.749932e+01
mu[186] 1.710218e+01 1.412979e-04 0.010132917 1.708257e+01
mu[187] 1.711920e+01 1.559391e-04 0.010713693 1.709842e+01
mu[188] 1.709936e+01 1.075883e-04 0.008207229 1.708334e+01
mu[189] 1.754590e+01 1.942504e-04 0.013082252 1.752080e+01
mu[190] 1.767409e+01 1.385607e-04 0.010238247 1.765418e+01
mu[191] 1.871304e+01 4.626709e-04 0.029135419 1.865685e+01
mu[192] 1.726088e+01 8.567019e-04 0.057827432 1.714853e+01
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mu[1353] 9.973983e+00 9.041003e-05 0.006233445 9.961824e+00
mu[1354] 9.864956e+00 6.799666e-05 0.004927986 9.855380e+00
mu[1355] 9.725081e+00 1.256775e-04 0.008035696 9.709401e+00
mu[1356] 9.754097e+00 6.867830e-05 0.004952561 9.744421e+00
mu[1357] 9.902638e+00 7.752206e-05 0.005438451 9.891991e+00
mu[1358] 9.824765e+00 6.361028e-05 0.004778101 9.815423e+00
mu[1359] 9.373098e+00 8.998083e-05 0.006289357 9.360973e+00
mu[1360] 9.229797e+00 7.814815e-05 0.005618892 9.218850e+00
mu[1361] 8.769266e+00 7.067699e-05 0.005338419 8.759162e+00
mu[1362] 8.681658e+00 8.874756e-05 0.006633792 8.668718e+00
mu[1363] 8.727376e+00 9.150340e-05 0.006486836 8.714472e+00
mu[1364] 8.495286e+00 1.083420e-04 0.007845231 8.480262e+00
mu[1365] 8.541026e+00 7.865605e-05 0.005780367 8.529950e+00
mu[1366] 8.061842e+00 8.440670e-05 0.006264376 8.049723e+00
mu[1367] 8.170933e+00 1.056150e-04 0.007452629 8.156304e+00
mu[1368] 7.889123e+00 8.629821e-05 0.006427590 7.876749e+00
mu[1369] 7.926072e+00 8.622096e-05 0.006372654 7.913705e+00
mu[1370] 7.722212e+00 1.205472e-04 0.008549103 7.705501e+00
mu[1371] 7.542265e+00 9.548340e-05 0.007197820 7.528268e+00
mu[1372] 8.021190e+00 1.057612e-04 0.007502209 8.006560e+00
mu[1373] 8.297402e+00 1.066369e-04 0.007222750 8.283252e+00
mu[1374] 7.994843e+00 9.445654e-05 0.007027918 7.981251e+00
mu[1375] 7.882179e+00 8.349941e-05 0.006246612 7.870249e+00
mu[1376] 7.771347e+00 9.215259e-05 0.006890918 7.758174e+00
mu[1377] 7.670812e+00 8.577894e-05 0.006447419 7.658447e+00
mu[1378] 7.760172e+00 9.541791e-05 0.006925035 7.746798e+00
mu[1379] 7.809314e+00 9.088364e-05 0.006667563 7.796506e+00
mu[1380] 7.479229e+00 1.210612e-04 0.008605179 7.462277e+00
mu[1381] 7.836621e+00 1.102171e-04 0.007716104 7.821679e+00
mu[1382] 8.132826e+00 8.498514e-05 0.006229348 8.120814e+00
mu[1383] 8.015685e+00 1.273043e-04 0.008388868 7.999223e+00
mu[1384] 8.463986e+00 8.682483e-05 0.006288170 8.451681e+00
mu[1385] 8.630713e+00 1.092147e-04 0.007601921 8.615848e+00
mu[1386] 8.433523e+00 7.703107e-05 0.005847606 8.422439e+00
mu[1387] 8.491630e+00 8.566582e-05 0.006213494 8.479454e+00
mu[1388] 8.417436e+00 8.202722e-05 0.006143009 8.405751e+00
mu[1389] 8.294547e+00 1.161297e-04 0.008027628 8.278983e+00
mu[1390] 8.374365e+00 9.030537e-05 0.006394363 8.361881e+00
mu[1391] 8.349106e+00 8.741778e-05 0.006337765 8.336796e+00
mu[1392] 8.251602e+00 8.195524e-05 0.006052286 8.239868e+00
mu[1393] 8.241264e+00 1.245360e-04 0.008285995 8.225139e+00
mu[1394] 8.123248e+00 9.582793e-05 0.006902112 8.109628e+00
mu[1395] 7.851408e+00 9.050888e-05 0.006607025 7.838653e+00
mu[1396] 8.242262e+00 1.236728e-04 0.008249008 8.226197e+00
mu[1397] 8.114632e+00 9.199445e-05 0.006666065 8.101622e+00
mu[1398] 8.780915e+00 7.729755e-05 0.005826676 8.769682e+00
mu[1399] 9.803925e+00 1.674568e-04 0.011075714 9.782194e+00
mu[1400] 9.355884e+00 9.551900e-05 0.006853087 9.342619e+00
mu[1401] 9.564273e+00 1.025726e-04 0.006794018 9.550848e+00
mu[1402] 9.826088e+00 1.134677e-04 0.007577343 9.811442e+00
mu[1403] 1.000054e+01 6.691117e-05 0.004803360 9.991110e+00
mu[1404] 9.883448e+00 8.023389e-05 0.005918469 9.871812e+00
mu[1405] 9.765460e+00 1.038793e-04 0.006794489 9.752140e+00
mu[1406] 9.789365e+00 9.996666e-05 0.006720186 9.776310e+00
mu[1407] 9.657137e+00 7.614826e-05 0.005695164 9.645966e+00
mu[1408] 9.756478e+00 1.123020e-04 0.007599067 9.741746e+00
mu[1409] 1.002035e+01 1.051153e-04 0.007099094 1.000618e+01
mu[1410] 9.964163e+00 9.555240e-05 0.006593022 9.951090e+00
mu[1411] 1.021886e+01 1.383471e-04 0.009107013 1.020104e+01
mu[1412] 1.011304e+01 1.054425e-04 0.006980859 1.009949e+01
mu[1413] 1.021199e+01 6.000585e-05 0.004462200 1.020326e+01
mu[1414] 1.090307e+01 2.737420e-04 0.017171154 1.086934e+01
mu[1415] 1.359385e+01 2.159379e-04 0.013472135 1.356822e+01
mu[1416] 1.328556e+01 9.131659e-05 0.006504203 1.327287e+01
mu[1417] 1.364953e+01 6.464675e-05 0.004897176 1.364016e+01
mu[1418] 1.376384e+01 1.548713e-04 0.010003251 1.374410e+01
mu[1419] 1.399607e+01 2.070867e-04 0.013698512 1.396897e+01
mu[1420] 1.473686e+01 1.775443e-04 0.011652155 1.471401e+01
mu[1421] 1.462738e+01 7.256561e-05 0.005531091 1.461672e+01
mu[1422] 1.450913e+01 1.233388e-04 0.008208357 1.449336e+01
mu[1423] 1.506147e+01 1.106550e-04 0.007952513 1.504601e+01
mu[1424] 1.849385e+01 4.163966e-04 0.028203430 1.843854e+01
mu[1425] 1.794709e+01 3.891371e-04 0.025244272 1.789795e+01
mu[1426] 1.727531e+01 1.465134e-04 0.010298391 1.725559e+01
mu[1427] 1.796219e+01 4.756177e-04 0.029797128 1.790496e+01
mu[1428] 1.803381e+01 3.423300e-04 0.022026750 1.799057e+01
mu[1429] 1.762792e+01 1.737923e-04 0.011937951 1.760476e+01
mu[1430] 1.779299e+01 1.155478e-04 0.008906037 1.777546e+01
mu[1431] 1.854790e+01 2.134922e-04 0.014816784 1.851896e+01
mu[1432] 1.851222e+01 2.993991e-04 0.020394538 1.847333e+01
mu[1433] 1.889738e+01 2.797390e-04 0.018407542 1.886211e+01
mu[1434] 1.840059e+01 1.268161e-04 0.009766180 1.838149e+01
mu[1435] 1.843538e+01 1.613269e-04 0.011445811 1.841343e+01
mu[1436] 1.823171e+01 1.920162e-04 0.013347373 1.820588e+01
mu[1437] 1.826663e+01 1.286376e-04 0.009761939 1.824738e+01
mu[1438] 1.783072e+01 2.488899e-04 0.016123129 1.779947e+01
mu[1439] 1.817671e+01 1.423844e-04 0.010323547 1.815684e+01
mu[1440] 1.776327e+01 1.185690e-04 0.009039583 1.774552e+01
mu[1441] 1.765994e+01 1.525460e-04 0.010654539 1.763949e+01
mu[1442] 1.698150e+01 2.168767e-04 0.014276002 1.695321e+01
mu[1443] 1.685992e+01 1.335205e-04 0.009439784 1.684159e+01
mu[1444] 1.698280e+01 2.123982e-04 0.014049806 1.695550e+01
mu[1445] 1.686945e+01 1.863462e-04 0.012401308 1.684549e+01
mu[1446] 1.585692e+01 1.609399e-04 0.011168087 1.583528e+01
mu[1447] 1.456216e+01 2.694975e-04 0.017737814 1.452786e+01
mu[1448] 1.443279e+01 1.046334e-04 0.007234382 1.441892e+01
mu[1449] 1.433674e+01 7.333169e-05 0.005525932 1.432604e+01
mu[1450] 1.347656e+01 1.814410e-04 0.012431314 1.345261e+01
mu[1451] 1.496888e+01 3.436643e-04 0.023152053 1.492349e+01
mu[1452] 1.471359e+01 1.901776e-04 0.012843047 1.468785e+01
mu[1453] 1.550728e+01 8.387779e-05 0.006426122 1.549482e+01
mu[1454] 1.542959e+01 1.523799e-04 0.010361712 1.540943e+01
mu[1455] 1.553284e+01 2.264161e-04 0.014982433 1.550263e+01
mu[1456] 1.594473e+01 1.498706e-04 0.010197024 1.592527e+01
mu[1457] 1.625104e+01 2.127967e-04 0.013912181 1.622433e+01
mu[1458] 1.580330e+01 1.088835e-04 0.007979116 1.578760e+01
mu[1459] 1.609549e+01 2.067693e-04 0.013370304 1.606986e+01
mu[1460] 1.628644e+01 9.685380e-05 0.007358978 1.627223e+01
y_rep[1] 1.651744e+01 2.835890e-03 0.220062163 1.613089e+01
y_rep[2] 1.685696e+01 3.336289e-03 0.257510952 1.646175e+01
y_rep[3] 1.641856e+01 2.785777e-03 0.213592388 1.602653e+01
y_rep[4] 1.710148e+01 2.858709e-03 0.220734082 1.670809e+01
y_rep[5] 1.715563e+01 2.854792e-03 0.216117661 1.679867e+01
y_rep[6] 1.769344e+01 2.905476e-03 0.228581325 1.729370e+01
y_rep[7] 1.735669e+01 2.703013e-03 0.205878143 1.696927e+01
y_rep[8] 1.763763e+01 2.928778e-03 0.221155687 1.726832e+01
y_rep[9] 1.735333e+01 2.744400e-03 0.211132900 1.697505e+01
y_rep[10] 1.780706e+01 2.703980e-03 0.209082255 1.741975e+01
y_rep[11] 1.801970e+01 2.812804e-03 0.215320948 1.762735e+01
y_rep[12] 1.914731e+01 2.978646e-03 0.228432800 1.874583e+01
y_rep[13] 1.895960e+01 2.797007e-03 0.212285567 1.855607e+01
y_rep[14] 1.842953e+01 2.713488e-03 0.209542072 1.804105e+01
y_rep[15] 1.750740e+01 3.775917e-03 0.293229032 1.712452e+01
y_rep[16] 1.689013e+01 2.659467e-03 0.205345486 1.648061e+01
y_rep[17] 1.719702e+01 3.102509e-03 0.237645205 1.680499e+01
y_rep[18] 1.747024e+01 2.757088e-03 0.208247502 1.708796e+01
y_rep[19] 1.720390e+01 3.368585e-03 0.257904025 1.679501e+01
y_rep[20] 1.648012e+01 2.893455e-03 0.218951892 1.609106e+01
y_rep[21] 1.623694e+01 3.029849e-03 0.231752700 1.583290e+01
y_rep[22] 1.638881e+01 2.822589e-03 0.215403915 1.599098e+01
y_rep[23] 1.634327e+01 2.727469e-03 0.212838480 1.594440e+01
y_rep[24] 1.683534e+01 2.618090e-03 0.203648461 1.643011e+01
y_rep[25] 1.693716e+01 2.851359e-03 0.220669785 1.652671e+01
y_rep[26] 1.619140e+01 3.860318e-03 0.296730573 1.579718e+01
y_rep[27] 1.606433e+01 4.029486e-03 0.306653458 1.567866e+01
y_rep[28] 1.584509e+01 2.900616e-03 0.226954266 1.546738e+01
y_rep[29] 1.543856e+01 2.953083e-03 0.222528156 1.504304e+01
y_rep[30] 1.523709e+01 2.714020e-03 0.212780826 1.483829e+01
y_rep[31] 1.531984e+01 2.689954e-03 0.206056349 1.494330e+01
y_rep[32] 1.467594e+01 3.358674e-03 0.252725462 1.428051e+01
y_rep[33] 1.414945e+01 2.880252e-03 0.222228395 1.374746e+01
y_rep[34] 1.393559e+01 2.669142e-03 0.212837439 1.354764e+01
y_rep[35] 1.322074e+01 3.013504e-03 0.230028455 1.281772e+01
y_rep[36] 1.317665e+01 2.858128e-03 0.218384304 1.280346e+01
y_rep[37] 1.361063e+01 2.700718e-03 0.211414181 1.318485e+01
y_rep[38] 1.481097e+01 2.941925e-03 0.218718809 1.441563e+01
y_rep[39] 1.522222e+01 2.913345e-03 0.227371514 1.482554e+01
y_rep[40] 1.479698e+01 2.860442e-03 0.221315048 1.441851e+01
y_rep[41] 1.468600e+01 2.747443e-03 0.213190921 1.428941e+01
y_rep[42] 1.489447e+01 2.956282e-03 0.231874305 1.449770e+01
y_rep[43] 1.475482e+01 2.749062e-03 0.209466986 1.434736e+01
y_rep[44] 1.522339e+01 2.797936e-03 0.214851721 1.485187e+01
y_rep[45] 1.463273e+01 3.000543e-03 0.232868308 1.423675e+01
y_rep[46] 1.377211e+01 2.875979e-03 0.223188196 1.338552e+01
y_rep[47] 1.360231e+01 2.912065e-03 0.218156895 1.320381e+01
y_rep[48] 1.380475e+01 2.751242e-03 0.214162212 1.340904e+01
y_rep[49] 1.450068e+01 4.180291e-03 0.327165552 1.407256e+01
y_rep[50] 1.493577e+01 2.988844e-03 0.229067782 1.452567e+01
y_rep[51] 1.501230e+01 3.363097e-03 0.260742970 1.459942e+01
y_rep[52] 1.440062e+01 3.412521e-03 0.259470024 1.398544e+01
y_rep[53] 1.423850e+01 2.673157e-03 0.207562917 1.384694e+01
y_rep[54] 1.432436e+01 3.381372e-03 0.251882115 1.393736e+01
y_rep[55] 1.424162e+01 2.665397e-03 0.208780909 1.384631e+01
y_rep[56] 1.432449e+01 2.756245e-03 0.213489985 1.390916e+01
y_rep[57] 1.450145e+01 2.815251e-03 0.214023090 1.409442e+01
y_rep[58] 1.471067e+01 2.712042e-03 0.211889607 1.431552e+01
y_rep[59] 1.412035e+01 3.130863e-03 0.228442663 1.374332e+01
y_rep[60] 1.395111e+01 2.982009e-03 0.227910736 1.356677e+01
y_rep[61] 1.308228e+01 3.423421e-03 0.262101976 1.269870e+01
y_rep[62] 1.303371e+01 2.944258e-03 0.226972190 1.263628e+01
y_rep[63] 1.416074e+01 2.902448e-03 0.224513463 1.374778e+01
y_rep[64] 1.397988e+01 2.681339e-03 0.209563345 1.360055e+01
y_rep[65] 1.357690e+01 2.715218e-03 0.207842629 1.320166e+01
y_rep[66] 1.328458e+01 2.967221e-03 0.217885602 1.288192e+01
y_rep[67] 1.339267e+01 2.908739e-03 0.221244308 1.300469e+01
y_rep[68] 1.356209e+01 2.799000e-03 0.219472937 1.316127e+01
y_rep[69] 1.387057e+01 2.776739e-03 0.216893449 1.345755e+01
y_rep[70] 1.403074e+01 2.834867e-03 0.211812530 1.363632e+01
y_rep[71] 1.382074e+01 3.074449e-03 0.233242197 1.343302e+01
y_rep[72] 1.289713e+01 2.865520e-03 0.227061023 1.247669e+01
y_rep[73] 1.234527e+01 2.950519e-03 0.226716749 1.194128e+01
y_rep[74] 1.226160e+01 2.741564e-03 0.206878157 1.187160e+01
y_rep[75] 1.218856e+01 3.091397e-03 0.233064571 1.180740e+01
y_rep[76] 1.292754e+01 2.901296e-03 0.223198148 1.252753e+01
y_rep[77] 1.295022e+01 2.862646e-03 0.221036531 1.254518e+01
y_rep[78] 1.285918e+01 2.646279e-03 0.205245771 1.247055e+01
y_rep[79] 1.239952e+01 2.828425e-03 0.218969841 1.199132e+01
y_rep[80] 1.238237e+01 2.637798e-03 0.204927089 1.198930e+01
y_rep[81] 1.233867e+01 2.976747e-03 0.225497948 1.194613e+01
y_rep[82] 1.249671e+01 3.091783e-03 0.226983008 1.211429e+01
y_rep[83] 1.269328e+01 3.161775e-03 0.238604602 1.230327e+01
y_rep[84] 1.294897e+01 2.708426e-03 0.211540627 1.254771e+01
y_rep[85] 1.260955e+01 2.994280e-03 0.219661572 1.222498e+01
y_rep[86] 1.209773e+01 2.864207e-03 0.214891680 1.171563e+01
y_rep[87] 1.283829e+01 2.810000e-03 0.218226220 1.243440e+01
y_rep[88] 1.311764e+01 2.605544e-03 0.203333950 1.271736e+01
y_rep[89] 1.307678e+01 2.770257e-03 0.213544912 1.267137e+01
y_rep[90] 1.379267e+01 3.008385e-03 0.231094486 1.339328e+01
y_rep[91] 1.380693e+01 2.581297e-03 0.200194570 1.342222e+01
y_rep[92] 1.345876e+01 2.589568e-03 0.202372327 1.307652e+01
y_rep[93] 1.314329e+01 2.784350e-03 0.212265087 1.276173e+01
y_rep[94] 1.338264e+01 3.253261e-03 0.252001220 1.298396e+01
y_rep[95] 1.338609e+01 3.163783e-03 0.236210304 1.301710e+01
y_rep[96] 1.359395e+01 2.627007e-03 0.202229152 1.320553e+01
y_rep[97] 1.374371e+01 2.644230e-03 0.205463732 1.335884e+01
y_rep[98] 1.349180e+01 2.699888e-03 0.207565803 1.309092e+01
y_rep[99] 1.302556e+01 2.843127e-03 0.223279891 1.262945e+01
y_rep[100] 1.280859e+01 2.916144e-03 0.225507473 1.242221e+01
y_rep[101] 1.278478e+01 3.061859e-03 0.229835800 1.241365e+01
y_rep[102] 1.318774e+01 2.950400e-03 0.227475836 1.279437e+01
y_rep[103] 1.414177e+01 2.736784e-03 0.210452969 1.374556e+01
y_rep[104] 1.369754e+01 3.432628e-03 0.266027720 1.330373e+01
y_rep[105] 1.346189e+01 4.413552e-03 0.331951263 1.307697e+01
y_rep[106] 1.336839e+01 3.698440e-03 0.281389149 1.296775e+01
y_rep[107] 1.288048e+01 2.931340e-03 0.219200884 1.247316e+01
y_rep[108] 1.294800e+01 2.895703e-03 0.222839490 1.255341e+01
y_rep[109] 1.347436e+01 3.996280e-03 0.305249856 1.309522e+01
y_rep[110] 1.341226e+01 2.972393e-03 0.226653782 1.301513e+01
y_rep[111] 1.285749e+01 2.682430e-03 0.208555602 1.245729e+01
y_rep[112] 1.279258e+01 2.682541e-03 0.206382101 1.240460e+01
y_rep[113] 1.187397e+01 2.837700e-03 0.219550929 1.147329e+01
y_rep[114] 1.138514e+01 2.894021e-03 0.233020800 1.096984e+01
y_rep[115] 1.157347e+01 2.807033e-03 0.212613858 1.119372e+01
y_rep[116] 1.209295e+01 3.514927e-03 0.267492030 1.171238e+01
y_rep[117] 1.208248e+01 3.012421e-03 0.220359264 1.166827e+01
y_rep[118] 1.167132e+01 2.790285e-03 0.214651094 1.128446e+01
y_rep[119] 1.154702e+01 3.508220e-03 0.269671035 1.115435e+01
y_rep[120] 1.119174e+01 2.790394e-03 0.211525351 1.080849e+01
y_rep[121] 1.117504e+01 2.622691e-03 0.205679603 1.081530e+01
y_rep[122] 1.162043e+01 2.835841e-03 0.224180881 1.123005e+01
y_rep[123] 1.198033e+01 2.947749e-03 0.213046874 1.159660e+01
y_rep[124] 1.208549e+01 4.112849e-03 0.315468335 1.167091e+01
y_rep[125] 1.197450e+01 2.816533e-03 0.220158971 1.158618e+01
y_rep[126] 1.147398e+01 2.796185e-03 0.216295685 1.110039e+01
y_rep[127] 1.110966e+01 2.755244e-03 0.210854776 1.071366e+01
y_rep[128] 1.123820e+01 2.717370e-03 0.212225730 1.083446e+01
y_rep[129] 1.129249e+01 2.803840e-03 0.214481154 1.090996e+01
y_rep[130] 1.147439e+01 3.080375e-03 0.240911157 1.108298e+01
y_rep[131] 1.143915e+01 2.673224e-03 0.205677706 1.104672e+01
y_rep[132] 1.086245e+01 2.787426e-03 0.214612088 1.047438e+01
y_rep[133] 1.056462e+01 2.906314e-03 0.225596830 1.017039e+01
y_rep[134] 1.069461e+01 2.773143e-03 0.209653984 1.030898e+01
y_rep[135] 1.090515e+01 3.117978e-03 0.233406706 1.050574e+01
y_rep[136] 1.077742e+01 2.926619e-03 0.223455103 1.034926e+01
y_rep[137] 1.153678e+01 2.820599e-03 0.219380434 1.115919e+01
y_rep[138] 1.150975e+01 3.080990e-03 0.228503093 1.109981e+01
y_rep[139] 1.107473e+01 3.089093e-03 0.242314173 1.065796e+01
y_rep[140] 1.081815e+01 4.829477e-03 0.376866854 1.042096e+01
y_rep[141] 1.164660e+01 2.785731e-03 0.217818128 1.123361e+01
y_rep[142] 1.124947e+01 3.209161e-03 0.240823889 1.086051e+01
y_rep[143] 1.135295e+01 3.018098e-03 0.229513066 1.095616e+01
y_rep[144] 1.128750e+01 5.602315e-03 0.432345745 1.087147e+01
y_rep[145] 1.052916e+01 2.707070e-03 0.201998711 1.012505e+01
y_rep[146] 1.024476e+01 4.337853e-03 0.342189954 9.850089e+00
y_rep[147] 1.027776e+01 2.756345e-03 0.206355359 9.881370e+00
y_rep[148] 1.065092e+01 3.111077e-03 0.238609869 1.025199e+01
y_rep[149] 1.058203e+01 2.889777e-03 0.218106467 1.019550e+01
y_rep[150] 1.084912e+01 2.888857e-03 0.227788815 1.044792e+01
y_rep[151] 1.070722e+01 2.782197e-03 0.215652426 1.030333e+01
y_rep[152] 1.066073e+01 2.788892e-03 0.218361996 1.026099e+01
y_rep[153] 1.019703e+01 2.946046e-03 0.219564634 9.819858e+00
y_rep[154] 1.002881e+01 2.711496e-03 0.207719136 9.646066e+00
y_rep[155] 1.019071e+01 2.933671e-03 0.225410809 9.771336e+00
y_rep[156] 1.090635e+01 3.153894e-03 0.236306347 1.050966e+01
y_rep[157] 1.118747e+01 3.607922e-03 0.276596101 1.078634e+01
y_rep[158] 1.132052e+01 2.774624e-03 0.214349997 1.092244e+01
y_rep[159] 1.118288e+01 2.774583e-03 0.221821439 1.076433e+01
y_rep[160] 1.045952e+01 2.840017e-03 0.216915355 1.008831e+01
y_rep[161] 1.027537e+01 2.542630e-03 0.198800801 9.882499e+00
y_rep[162] 1.077947e+01 2.756845e-03 0.212260091 1.040397e+01
y_rep[163] 1.090173e+01 2.721249e-03 0.209068605 1.049948e+01
y_rep[164] 1.084128e+01 2.744600e-03 0.211005594 1.044215e+01
y_rep[165] 1.079962e+01 2.744680e-03 0.213622948 1.040962e+01
y_rep[166] 1.092246e+01 3.139666e-03 0.240765728 1.053400e+01
y_rep[167] 1.072649e+01 3.035055e-03 0.237857032 1.032526e+01
y_rep[168] 1.061903e+01 3.183536e-03 0.235814616 1.025553e+01
y_rep[169] 1.329158e+01 2.801424e-03 0.211208629 1.288116e+01
y_rep[170] 1.748347e+01 3.322789e-03 0.255727757 1.705534e+01
y_rep[171] 1.648927e+01 2.843985e-03 0.218697431 1.608690e+01
y_rep[172] 1.666373e+01 3.003383e-03 0.228531994 1.628306e+01
y_rep[173] 1.692957e+01 2.898233e-03 0.218525132 1.652600e+01
y_rep[174] 1.699193e+01 3.146807e-03 0.242671150 1.659693e+01
y_rep[175] 1.758671e+01 2.638086e-03 0.207491614 1.719833e+01
y_rep[176] 1.787029e+01 3.150812e-03 0.241043958 1.748789e+01
y_rep[177] 1.723116e+01 2.739340e-03 0.214543728 1.682060e+01
y_rep[178] 1.739748e+01 2.775119e-03 0.213221479 1.701784e+01
y_rep[179] 1.761605e+01 2.868807e-03 0.215438163 1.721912e+01
y_rep[180] 1.737257e+01 2.996638e-03 0.227649197 1.699484e+01
y_rep[181] 1.720179e+01 2.829754e-03 0.220072811 1.678869e+01
y_rep[182] 1.724851e+01 2.624860e-03 0.204681989 1.685808e+01
y_rep[183] 1.688246e+01 2.531591e-03 0.193828037 1.649440e+01
y_rep[184] 1.732926e+01 2.681612e-03 0.210337916 1.692339e+01
y_rep[185] 1.751889e+01 3.053744e-03 0.226237877 1.713789e+01
y_rep[186] 1.710169e+01 3.101047e-03 0.236427118 1.672270e+01
y_rep[187] 1.711973e+01 2.650672e-03 0.207266615 1.670836e+01
y_rep[188] 1.709533e+01 2.761910e-03 0.209795932 1.671395e+01
y_rep[189] 1.754070e+01 2.825647e-03 0.222543857 1.713299e+01
y_rep[190] 1.767595e+01 3.007089e-03 0.237633793 1.727005e+01
y_rep[191] 1.871024e+01 2.772727e-03 0.216241871 1.832151e+01
y_rep[192] 1.725817e+01 2.938151e-03 0.222027834 1.685853e+01
y_rep[193] 1.433009e+01 2.788343e-03 0.212311949 1.395071e+01
y_rep[194] 1.420561e+01 2.520939e-03 0.200734018 1.382074e+01
y_rep[195] 1.381780e+01 2.632373e-03 0.205402572 1.342044e+01
y_rep[196] 1.312600e+01 2.765840e-03 0.211404829 1.273164e+01
y_rep[197] 1.290856e+01 3.490807e-03 0.267412873 1.249455e+01
y_rep[198] 1.321951e+01 3.169279e-03 0.239432792 1.285904e+01
y_rep[199] 1.394931e+01 2.657690e-03 0.207647690 1.356276e+01
y_rep[200] 1.391837e+01 2.905791e-03 0.226232186 1.351897e+01
y_rep[201] 1.363153e+01 2.944897e-03 0.226586511 1.323182e+01
y_rep[202] 1.316422e+01 2.707291e-03 0.206653645 1.277318e+01
y_rep[203] 1.304534e+01 2.805372e-03 0.222498682 1.266924e+01
y_rep[204] 1.441035e+01 3.343303e-03 0.260774737 1.399541e+01
y_rep[205] 1.553705e+01 3.066638e-03 0.229384058 1.514013e+01
y_rep[206] 1.547053e+01 3.007345e-03 0.232806649 1.509355e+01
y_rep[207] 1.514762e+01 3.450281e-03 0.263473078 1.477767e+01
y_rep[208] 1.517341e+01 3.130523e-03 0.241809520 1.477270e+01
y_rep[209] 1.474184e+01 2.830289e-03 0.216387834 1.434601e+01
y_rep[210] 1.479318e+01 3.317964e-03 0.251641984 1.440865e+01
y_rep[211] 1.483177e+01 2.809266e-03 0.214265641 1.443620e+01
y_rep[212] 1.493444e+01 2.863514e-03 0.218994158 1.452464e+01
y_rep[213] 1.445862e+01 2.786020e-03 0.218512205 1.406307e+01
y_rep[214] 1.406753e+01 2.614551e-03 0.201831398 1.368806e+01
y_rep[215] 1.363922e+01 2.956756e-03 0.225302798 1.324970e+01
y_rep[216] 1.344262e+01 3.055783e-03 0.231196313 1.303900e+01
y_rep[217] 1.354874e+01 2.936639e-03 0.230597133 1.315675e+01
y_rep[218] 1.408409e+01 2.718419e-03 0.208163134 1.369412e+01
y_rep[219] 1.435976e+01 2.741570e-03 0.210480809 1.395504e+01
y_rep[220] 1.418975e+01 2.777916e-03 0.218206239 1.380568e+01
y_rep[221] 1.375247e+01 2.717540e-03 0.206732619 1.335703e+01
y_rep[222] 1.314365e+01 2.663822e-03 0.210145854 1.274624e+01
y_rep[223] 1.316699e+01 2.687975e-03 0.208522115 1.278106e+01
y_rep[224] 1.316690e+01 2.767728e-03 0.215069820 1.277525e+01
y_rep[225] 1.361122e+01 2.610214e-03 0.202679311 1.319692e+01
y_rep[226] 1.328745e+01 2.843735e-03 0.220674886 1.289798e+01
y_rep[227] 1.271319e+01 2.874809e-03 0.222482066 1.229809e+01
y_rep[228] 1.194323e+01 2.944635e-03 0.229473091 1.156455e+01
y_rep[229] 1.172379e+01 2.817597e-03 0.206994289 1.134181e+01
y_rep[230] 1.150341e+01 2.708817e-03 0.212402688 1.111523e+01
y_rep[231] 1.164203e+01 2.729739e-03 0.212793919 1.124713e+01
y_rep[232] 1.261396e+01 2.997868e-03 0.232206713 1.222551e+01
y_rep[233] 1.260471e+01 3.075048e-03 0.238859108 1.219239e+01
y_rep[234] 1.214212e+01 2.707195e-03 0.210297770 1.175729e+01
y_rep[235] 1.236233e+01 3.404843e-03 0.254363487 1.196663e+01
y_rep[236] 1.260477e+01 4.251321e-03 0.317618016 1.222590e+01
y_rep[237] 1.265029e+01 3.426424e-03 0.253068052 1.225102e+01
y_rep[238] 1.261329e+01 2.669529e-03 0.206761639 1.222758e+01
y_rep[239] 1.348039e+01 3.749235e-03 0.287432117 1.309110e+01
y_rep[240] 1.404459e+01 2.779914e-03 0.211703691 1.367863e+01
y_rep[241] 1.352009e+01 2.845286e-03 0.226289042 1.313039e+01
y_rep[242] 1.345438e+01 2.872032e-03 0.221315412 1.307016e+01
y_rep[243] 1.351950e+01 3.024836e-03 0.233552217 1.309643e+01
y_rep[244] 1.355699e+01 2.841051e-03 0.207390709 1.315881e+01
y_rep[245] 1.385817e+01 3.077670e-03 0.239180447 1.347342e+01
y_rep[246] 1.445017e+01 2.766807e-03 0.214091873 1.406217e+01
y_rep[247] 1.405921e+01 2.970958e-03 0.230235207 1.365282e+01
y_rep[248] 1.369509e+01 2.630026e-03 0.205618605 1.328793e+01
y_rep[249] 1.383259e+01 3.035020e-03 0.232441474 1.343653e+01
y_rep[250] 1.353205e+01 2.981551e-03 0.232230551 1.316734e+01
y_rep[251] 1.414892e+01 3.150019e-03 0.239140636 1.374941e+01
y_rep[252] 1.453947e+01 2.830756e-03 0.219968688 1.414413e+01
y_rep[253] 1.455893e+01 2.872968e-03 0.217214642 1.415384e+01
y_rep[254] 1.414711e+01 2.841096e-03 0.219777927 1.374928e+01
y_rep[255] 1.373922e+01 3.376184e-03 0.259350743 1.335525e+01
y_rep[256] 1.370350e+01 2.784623e-03 0.208850340 1.330080e+01
y_rep[257] 1.395066e+01 2.709982e-03 0.208697883 1.356627e+01
y_rep[258] 1.393431e+01 2.807784e-03 0.219378120 1.355255e+01
y_rep[259] 1.361717e+01 2.806221e-03 0.220957203 1.322793e+01
y_rep[260] 1.359857e+01 2.696763e-03 0.208008324 1.320576e+01
y_rep[261] 1.351817e+01 2.892723e-03 0.223459913 1.312570e+01
y_rep[262] 1.240960e+01 2.790108e-03 0.217803856 1.200012e+01
y_rep[263] 1.212517e+01 2.583400e-03 0.202476887 1.173431e+01
y_rep[264] 1.236826e+01 2.825510e-03 0.218628822 1.197150e+01
y_rep[265] 1.245365e+01 2.875682e-03 0.221325445 1.206142e+01
y_rep[266] 1.343629e+01 2.663845e-03 0.208510181 1.306453e+01
y_rep[267] 1.316519e+01 2.948719e-03 0.229776724 1.276642e+01
y_rep[268] 1.271014e+01 2.993472e-03 0.233093294 1.231123e+01
y_rep[269] 1.257771e+01 2.654852e-03 0.205886174 1.218255e+01
y_rep[270] 1.303355e+01 3.081682e-03 0.234127914 1.261816e+01
y_rep[271] 1.353727e+01 2.777627e-03 0.211499544 1.314064e+01
y_rep[272] 1.375582e+01 2.788674e-03 0.210922093 1.336648e+01
y_rep[273] 1.356416e+01 2.751242e-03 0.210082565 1.315042e+01
y_rep[274] 1.346926e+01 3.113979e-03 0.237548100 1.307344e+01
y_rep[275] 1.282218e+01 2.662234e-03 0.209447451 1.245596e+01
y_rep[276] 1.265769e+01 3.047212e-03 0.239085772 1.225125e+01
y_rep[277] 1.270097e+01 2.762692e-03 0.207822973 1.231311e+01
y_rep[278] 1.287130e+01 3.218493e-03 0.236967061 1.248305e+01
y_rep[279] 1.285290e+01 2.641470e-03 0.202924327 1.247438e+01
y_rep[280] 1.291038e+01 2.767621e-03 0.208687534 1.252024e+01
y_rep[281] 1.280541e+01 2.653655e-03 0.204758670 1.241961e+01
y_rep[282] 1.262631e+01 3.192418e-03 0.243841490 1.221333e+01
y_rep[283] 1.324439e+01 3.005650e-03 0.230324440 1.287242e+01
y_rep[284] 1.307801e+01 3.047544e-03 0.239233110 1.269256e+01
y_rep[285] 1.358158e+01 2.802581e-03 0.217566434 1.320773e+01
y_rep[286] 1.368514e+01 2.957679e-03 0.223053061 1.330269e+01
y_rep[287] 1.348870e+01 2.766702e-03 0.217593321 1.307965e+01
y_rep[288] 1.320849e+01 2.678965e-03 0.205814934 1.280880e+01
y_rep[289] 1.282303e+01 3.047782e-03 0.232482313 1.242319e+01
y_rep[290] 1.273307e+01 2.799353e-03 0.217844569 1.232757e+01
y_rep[291] 1.290123e+01 2.842603e-03 0.205704420 1.250879e+01
y_rep[292] 1.305260e+01 2.959887e-03 0.225162366 1.264283e+01
y_rep[293] 1.280301e+01 3.083886e-03 0.236943592 1.241473e+01
y_rep[294] 1.263731e+01 2.734210e-03 0.208282683 1.223033e+01
y_rep[295] 1.294330e+01 2.911367e-03 0.227005754 1.254642e+01
y_rep[296] 1.347144e+01 2.581562e-03 0.204102028 1.307596e+01
y_rep[297] 1.317290e+01 2.862349e-03 0.218215131 1.277704e+01
y_rep[298] 1.452048e+01 2.679118e-03 0.205089377 1.413574e+01
y_rep[299] 1.464562e+01 2.746303e-03 0.212721230 1.426231e+01
y_rep[300] 1.493343e+01 3.661599e-03 0.279639498 1.455070e+01
y_rep[301] 1.488361e+01 3.005301e-03 0.234322751 1.447912e+01
y_rep[302] 1.488390e+01 2.768851e-03 0.214767026 1.447509e+01
y_rep[303] 1.477905e+01 2.705422e-03 0.212533145 1.437590e+01
y_rep[304] 1.488405e+01 3.289520e-03 0.254621085 1.450119e+01
y_rep[305] 1.485772e+01 2.815858e-03 0.226774306 1.445844e+01
y_rep[306] 1.461909e+01 3.369753e-03 0.265033248 1.419937e+01
y_rep[307] 1.463921e+01 3.179207e-03 0.240476026 1.424238e+01
y_rep[308] 1.461986e+01 2.787662e-03 0.216433795 1.423976e+01
y_rep[309] 1.556095e+01 3.462886e-03 0.267859466 1.516945e+01
y_rep[310] 1.601505e+01 3.306648e-03 0.253525965 1.561914e+01
y_rep[311] 1.576452e+01 2.810062e-03 0.206456967 1.538085e+01
y_rep[312] 1.570443e+01 3.294165e-03 0.241787774 1.530307e+01
y_rep[313] 1.586367e+01 3.320170e-03 0.244889713 1.546131e+01
y_rep[314] 1.568895e+01 2.660563e-03 0.203395489 1.529069e+01
y_rep[315] 1.535298e+01 2.832014e-03 0.219715829 1.495396e+01
y_rep[316] 1.522241e+01 2.738553e-03 0.212500327 1.484083e+01
y_rep[317] 1.490742e+01 2.928345e-03 0.214023606 1.451965e+01
y_rep[318] 1.470924e+01 3.298779e-03 0.252180182 1.431562e+01
y_rep[319] 1.481663e+01 2.858411e-03 0.215577645 1.441940e+01
y_rep[320] 1.406720e+01 4.191424e-03 0.318210124 1.368645e+01
y_rep[321] 1.314562e+01 2.845028e-03 0.219129111 1.277052e+01
y_rep[322] 1.308086e+01 3.036480e-03 0.232826253 1.267987e+01
y_rep[323] 1.258961e+01 3.727561e-03 0.286882902 1.218730e+01
y_rep[324] 1.282407e+01 2.753783e-03 0.213527593 1.243192e+01
y_rep[325] 1.313087e+01 4.575437e-03 0.353972602 1.274173e+01
y_rep[326] 1.324695e+01 2.485566e-03 0.192771704 1.287224e+01
y_rep[327] 1.357338e+01 2.596466e-03 0.200971203 1.319295e+01
y_rep[328] 1.349778e+01 2.698444e-03 0.213024713 1.313021e+01
y_rep[329] 1.351747e+01 2.567482e-03 0.203483171 1.314409e+01
y_rep[330] 1.354956e+01 2.777524e-03 0.216864649 1.317912e+01
y_rep[331] 1.357961e+01 2.802890e-03 0.216783587 1.319848e+01
y_rep[332] 1.289657e+01 3.082506e-03 0.231826035 1.251532e+01
y_rep[333] 1.346680e+01 3.054739e-03 0.233458545 1.304721e+01
y_rep[334] 1.361593e+01 3.044437e-03 0.233323134 1.321888e+01
y_rep[335] 1.340842e+01 2.845902e-03 0.221237747 1.299512e+01
y_rep[336] 1.320781e+01 2.954166e-03 0.227410170 1.282019e+01
y_rep[337] 1.317691e+01 2.959693e-03 0.228042863 1.279600e+01
y_rep[338] 1.369616e+01 3.415484e-03 0.260526675 1.327898e+01
y_rep[339] 1.388103e+01 2.703798e-03 0.205888989 1.350029e+01
y_rep[340] 1.415492e+01 2.924721e-03 0.225673324 1.374758e+01
y_rep[341] 1.381804e+01 2.659862e-03 0.208595615 1.341931e+01
y_rep[342] 1.394706e+01 2.627434e-03 0.204587676 1.356122e+01
y_rep[343] 1.421950e+01 2.685703e-03 0.204691095 1.382159e+01
y_rep[344] 1.403584e+01 2.947274e-03 0.224443858 1.365843e+01
y_rep[345] 1.425331e+01 2.922076e-03 0.226007129 1.385009e+01
y_rep[346] 1.451948e+01 2.800498e-03 0.219956449 1.412042e+01
y_rep[347] 1.405744e+01 2.844670e-03 0.210297893 1.366009e+01
y_rep[348] 1.399779e+01 2.941477e-03 0.230399554 1.359655e+01
y_rep[349] 1.380669e+01 3.099764e-03 0.236281839 1.340648e+01
y_rep[350] 1.389130e+01 2.757168e-03 0.203699606 1.350039e+01
y_rep[351] 1.398223e+01 2.915494e-03 0.228570497 1.354911e+01
y_rep[352] 1.444935e+01 2.809910e-03 0.214609242 1.404996e+01
y_rep[353] 1.447599e+01 3.067564e-03 0.233039091 1.408879e+01
y_rep[354] 1.532431e+01 2.956039e-03 0.219198870 1.494008e+01
y_rep[355] 1.534871e+01 4.444142e-03 0.335148661 1.496013e+01
y_rep[356] 1.539589e+01 2.974436e-03 0.224330458 1.499249e+01
y_rep[357] 1.734768e+01 2.766545e-03 0.211330926 1.695319e+01
y_rep[358] 1.906457e+01 2.806890e-03 0.214951610 1.865048e+01
y_rep[359] 1.820855e+01 2.800325e-03 0.219963781 1.781560e+01
y_rep[360] 1.903676e+01 2.735974e-03 0.212753671 1.864444e+01
y_rep[361] 1.897142e+01 2.926930e-03 0.217578793 1.856576e+01
y_rep[362] 1.908829e+01 2.796974e-03 0.216194070 1.867605e+01
y_rep[363] 2.008065e+01 3.066330e-03 0.231476700 1.966424e+01
y_rep[364] 2.047098e+01 3.509408e-03 0.261009033 2.006868e+01
y_rep[365] 2.007790e+01 2.801581e-03 0.216101376 1.968423e+01
y_rep[366] 2.030643e+01 2.718722e-03 0.205632131 1.991065e+01
y_rep[367] 2.104642e+01 2.953014e-03 0.220664169 2.064560e+01
y_rep[368] 2.093917e+01 2.536856e-03 0.199928574 2.055784e+01
y_rep[369] 2.142556e+01 2.876165e-03 0.222470152 2.103689e+01
y_rep[370] 2.180741e+01 2.850553e-03 0.223326903 2.140295e+01
y_rep[371] 2.137020e+01 2.843925e-03 0.222203421 2.099124e+01
y_rep[372] 2.195390e+01 3.607742e-03 0.273579043 2.154990e+01
y_rep[373] 2.218498e+01 2.629416e-03 0.197086122 2.182010e+01
y_rep[374] 2.192307e+01 2.897946e-03 0.224251665 2.153693e+01
y_rep[375] 2.195855e+01 2.690957e-03 0.209335043 2.156544e+01
y_rep[376] 2.205687e+01 2.950187e-03 0.228992625 2.166091e+01
y_rep[377] 2.194608e+01 3.040805e-03 0.233124477 2.155113e+01
y_rep[378] 2.189589e+01 3.061235e-03 0.242054537 2.151199e+01
y_rep[379] 2.157513e+01 3.179087e-03 0.242461729 2.114770e+01
y_rep[380] 1.954209e+01 3.059218e-03 0.236493942 1.914872e+01
y_rep[381] 1.996109e+01 2.700942e-03 0.211060189 1.958881e+01
y_rep[382] 2.066501e+01 2.551000e-03 0.200494816 2.028691e+01
y_rep[383] 2.031068e+01 2.748881e-03 0.212321994 1.989840e+01
y_rep[384] 2.000145e+01 2.753744e-03 0.211027029 1.962387e+01
y_rep[385] 1.979703e+01 2.753862e-03 0.208631917 1.941799e+01
y_rep[386] 1.935589e+01 3.464374e-03 0.268529251 1.897246e+01
y_rep[387] 1.985039e+01 2.869326e-03 0.214133435 1.943536e+01
y_rep[388] 2.033858e+01 3.322034e-03 0.254955050 1.991547e+01
y_rep[389] 2.001911e+01 2.812634e-03 0.215981856 1.962260e+01
y_rep[390] 1.946878e+01 3.113033e-03 0.238007930 1.907005e+01
y_rep[391] 1.928487e+01 2.794753e-03 0.210856023 1.888578e+01
y_rep[392] 1.860585e+01 3.423453e-03 0.272066379 1.822047e+01
y_rep[393] 1.892405e+01 3.170184e-03 0.246681751 1.853810e+01
y_rep[394] 1.894262e+01 2.819487e-03 0.218089052 1.854047e+01
y_rep[395] 1.858260e+01 2.966714e-03 0.231963780 1.819424e+01
y_rep[396] 1.809661e+01 3.259298e-03 0.251448457 1.768038e+01
y_rep[397] 1.803576e+01 2.958030e-03 0.228312208 1.762739e+01
y_rep[398] 1.803107e+01 2.823716e-03 0.213216435 1.760940e+01
y_rep[399] 1.790132e+01 2.908967e-03 0.226142766 1.749008e+01
y_rep[400] 1.750523e+01 2.916452e-03 0.225530620 1.711702e+01
y_rep[401] 1.769409e+01 2.992040e-03 0.225812234 1.732936e+01
y_rep[402] 1.757292e+01 2.935531e-03 0.212637328 1.717651e+01
y_rep[403] 1.727193e+01 2.802311e-03 0.216538344 1.686910e+01
y_rep[404] 1.675020e+01 3.270636e-03 0.238009149 1.634116e+01
y_rep[405] 1.595865e+01 2.777618e-03 0.217153857 1.556009e+01
y_rep[406] 1.608443e+01 3.386004e-03 0.259448184 1.566464e+01
y_rep[407] 1.639765e+01 2.787628e-03 0.210247757 1.601872e+01
y_rep[408] 1.621413e+01 4.465686e-03 0.339218257 1.581655e+01
y_rep[409] 1.594831e+01 2.922346e-03 0.224414284 1.554688e+01
y_rep[410] 1.537581e+01 3.105657e-03 0.237135851 1.496590e+01
y_rep[411] 1.515624e+01 2.636858e-03 0.205186376 1.477162e+01
y_rep[412] 1.532340e+01 2.575026e-03 0.199485269 1.493017e+01
y_rep[413] 1.532314e+01 2.800208e-03 0.217771691 1.492874e+01
y_rep[414] 1.502880e+01 2.866891e-03 0.215306450 1.464781e+01
y_rep[415] 1.497218e+01 2.778595e-03 0.215693184 1.457815e+01
y_rep[416] 1.511896e+01 3.405355e-03 0.248502745 1.472439e+01
y_rep[417] 1.482485e+01 2.832070e-03 0.221607554 1.441904e+01
y_rep[418] 1.506701e+01 2.690939e-03 0.207464019 1.467957e+01
y_rep[419] 1.606543e+01 2.784120e-03 0.217774233 1.567012e+01
y_rep[420] 1.586289e+01 2.598493e-03 0.203781647 1.549185e+01
y_rep[421] 1.565238e+01 2.752613e-03 0.210542395 1.526135e+01
y_rep[422] 1.528089e+01 3.426815e-03 0.257872574 1.486632e+01
y_rep[423] 1.492536e+01 2.771174e-03 0.216047898 1.453526e+01
y_rep[424] 1.543545e+01 2.854052e-03 0.222618778 1.503351e+01
y_rep[425] 1.590738e+01 3.269329e-03 0.253701822 1.551861e+01
y_rep[426] 1.588955e+01 2.726648e-03 0.209279298 1.550489e+01
y_rep[427] 1.590202e+01 2.794710e-03 0.216709264 1.550044e+01
y_rep[428] 1.602370e+01 2.949316e-03 0.224490750 1.562015e+01
y_rep[429] 1.571895e+01 3.503543e-03 0.271139651 1.530820e+01
y_rep[430] 1.579241e+01 2.943612e-03 0.212737066 1.539727e+01
y_rep[431] 1.612583e+01 3.055449e-03 0.238169776 1.573589e+01
y_rep[432] 1.591813e+01 2.841303e-03 0.215478347 1.552051e+01
y_rep[433] 1.618003e+01 2.785104e-03 0.214134579 1.578409e+01
y_rep[434] 1.647171e+01 2.868450e-03 0.221285607 1.608710e+01
y_rep[435] 1.618072e+01 2.692821e-03 0.207143431 1.579001e+01
y_rep[436] 1.590091e+01 2.961616e-03 0.223899620 1.548198e+01
y_rep[437] 1.631033e+01 2.706906e-03 0.208487246 1.591524e+01
y_rep[438] 1.591474e+01 2.831978e-03 0.215459078 1.551255e+01
y_rep[439] 1.572178e+01 2.985321e-03 0.222467915 1.531748e+01
y_rep[440] 1.576727e+01 2.921332e-03 0.222961169 1.536747e+01
y_rep[441] 1.562988e+01 3.056166e-03 0.222905779 1.525329e+01
y_rep[442] 1.528341e+01 2.903288e-03 0.219971280 1.487300e+01
y_rep[443] 1.550766e+01 3.273906e-03 0.254167406 1.513018e+01
y_rep[444] 1.518104e+01 3.482174e-03 0.271138127 1.480294e+01
y_rep[445] 1.512274e+01 2.997556e-03 0.231999628 1.474522e+01
y_rep[446] 1.572688e+01 2.872167e-03 0.220229303 1.532139e+01
y_rep[447] 1.567764e+01 2.741369e-03 0.210105361 1.526121e+01
y_rep[448] 1.470866e+01 2.679765e-03 0.212116750 1.431180e+01
y_rep[449] 1.486815e+01 2.986672e-03 0.231856269 1.446949e+01
y_rep[450] 1.467075e+01 3.111532e-03 0.231814247 1.427814e+01
y_rep[451] 1.443883e+01 2.807444e-03 0.218186060 1.402198e+01
y_rep[452] 1.434931e+01 3.055226e-03 0.234025054 1.397079e+01
y_rep[453] 1.399400e+01 3.299770e-03 0.252293747 1.361637e+01
y_rep[454] 1.362423e+01 3.009631e-03 0.231252657 1.324254e+01
y_rep[455] 1.483679e+01 2.955799e-03 0.229039644 1.444976e+01
y_rep[456] 1.488433e+01 2.784079e-03 0.209307966 1.448240e+01
y_rep[457] 1.473128e+01 2.836487e-03 0.223638500 1.435134e+01
y_rep[458] 1.486147e+01 2.837846e-03 0.217774571 1.448564e+01
y_rep[459] 1.494739e+01 3.318390e-03 0.251763608 1.452512e+01
y_rep[460] 1.444771e+01 3.073978e-03 0.233829950 1.404393e+01
y_rep[461] 1.481077e+01 2.730907e-03 0.214383485 1.439339e+01
y_rep[462] 1.456841e+01 2.630748e-03 0.197835850 1.418487e+01
y_rep[463] 1.413817e+01 2.672080e-03 0.205058162 1.373999e+01
y_rep[464] 1.412085e+01 3.108719e-03 0.237393945 1.372539e+01
y_rep[465] 1.383717e+01 2.736872e-03 0.202813440 1.344971e+01
y_rep[466] 1.384315e+01 2.778284e-03 0.216354665 1.343892e+01
y_rep[467] 1.541965e+01 2.906726e-03 0.222502099 1.504859e+01
y_rep[468] 1.506120e+01 2.907502e-03 0.222961807 1.468807e+01
y_rep[469] 1.523943e+01 2.564266e-03 0.202488687 1.483970e+01
y_rep[470] 1.570007e+01 3.139514e-03 0.248364583 1.530381e+01
y_rep[471] 1.597113e+01 2.817549e-03 0.210923811 1.556285e+01
y_rep[472] 1.561854e+01 2.790800e-03 0.214584681 1.519973e+01
y_rep[473] 1.909371e+01 2.671685e-03 0.210509287 1.868149e+01
y_rep[474] 2.213287e+01 2.815913e-03 0.218295843 2.175270e+01
y_rep[475] 2.178738e+01 2.760208e-03 0.210058069 2.138300e+01
y_rep[476] 2.183037e+01 2.665170e-03 0.204076839 2.144567e+01
y_rep[477] 2.157672e+01 2.872785e-03 0.216644742 2.118334e+01
y_rep[478] 2.060934e+01 2.857284e-03 0.220809422 2.021088e+01
y_rep[479] 2.144326e+01 2.726616e-03 0.210134287 2.105172e+01
y_rep[480] 2.124299e+01 2.826962e-03 0.212812380 2.084642e+01
y_rep[481] 2.107889e+01 3.548273e-03 0.282716979 2.066565e+01
y_rep[482] 2.102156e+01 2.716835e-03 0.211902862 2.064680e+01
y_rep[483] 2.127866e+01 2.992062e-03 0.226437046 2.086616e+01
y_rep[484] 2.132311e+01 4.789534e-03 0.362782687 2.094563e+01
y_rep[485] 2.159933e+01 2.910065e-03 0.223906646 2.119740e+01
y_rep[486] 2.179306e+01 2.679084e-03 0.206953009 2.137150e+01
y_rep[487] 2.142059e+01 3.023708e-03 0.223938118 2.102223e+01
y_rep[488] 2.238561e+01 3.142440e-03 0.225636402 2.199081e+01
y_rep[489] 2.216711e+01 2.978067e-03 0.224642148 2.175750e+01
y_rep[490] 2.145559e+01 2.919008e-03 0.218592217 2.105942e+01
y_rep[491] 2.150296e+01 2.885420e-03 0.224754466 2.109057e+01
y_rep[492] 2.119908e+01 2.665663e-03 0.207945943 2.079749e+01
y_rep[493] 2.076321e+01 2.725299e-03 0.209384255 2.036624e+01
y_rep[494] 2.113667e+01 2.680413e-03 0.204706922 2.076352e+01
y_rep[495] 2.098230e+01 2.802747e-03 0.214353108 2.058502e+01
y_rep[496] 1.907301e+01 3.016322e-03 0.221676655 1.867612e+01
y_rep[497] 1.584605e+01 4.056604e-03 0.313464832 1.544733e+01
y_rep[498] 1.644478e+01 2.904929e-03 0.218230353 1.605181e+01
y_rep[499] 1.664014e+01 2.829320e-03 0.217894013 1.624541e+01
y_rep[500] 1.570177e+01 2.649812e-03 0.204931716 1.530240e+01
y_rep[501] 1.585030e+01 2.929008e-03 0.228392911 1.543912e+01
y_rep[502] 1.543948e+01 2.724541e-03 0.213758198 1.504096e+01
y_rep[503] 1.563048e+01 2.829650e-03 0.219833647 1.520964e+01
y_rep[504] 1.565389e+01 2.742064e-03 0.208062604 1.525167e+01
y_rep[505] 1.526247e+01 2.731936e-03 0.212243259 1.487339e+01
y_rep[506] 1.494977e+01 2.666082e-03 0.202119343 1.456276e+01
y_rep[507] 1.478067e+01 2.934602e-03 0.217057513 1.439077e+01
y_rep[508] 1.419626e+01 2.721536e-03 0.207562597 1.379822e+01
y_rep[509] 1.449012e+01 3.273035e-03 0.249746202 1.410180e+01
y_rep[510] 1.413740e+01 2.866013e-03 0.217133657 1.374458e+01
y_rep[511] 1.356994e+01 3.050114e-03 0.223241275 1.319132e+01
y_rep[512] 1.369925e+01 2.944230e-03 0.219262679 1.330531e+01
y_rep[513] 1.326641e+01 2.884932e-03 0.217673653 1.284087e+01
y_rep[514] 1.284395e+01 2.638847e-03 0.200158577 1.246136e+01
y_rep[515] 1.288180e+01 2.884564e-03 0.218195467 1.247213e+01
y_rep[516] 1.320437e+01 2.763830e-03 0.205293020 1.282363e+01
y_rep[517] 1.281621e+01 3.048060e-03 0.232010862 1.242883e+01
y_rep[518] 1.302145e+01 3.125059e-03 0.235264902 1.261864e+01
y_rep[519] 1.298034e+01 2.624532e-03 0.206808098 1.258249e+01
y_rep[520] 1.238575e+01 2.910046e-03 0.229644747 1.200774e+01
y_rep[521] 1.270246e+01 2.735749e-03 0.212557712 1.230531e+01
y_rep[522] 1.256673e+01 3.911202e-03 0.304366355 1.216577e+01
y_rep[523] 1.234191e+01 3.084113e-03 0.231423445 1.194194e+01
y_rep[524] 1.218810e+01 3.177606e-03 0.245744735 1.177737e+01
y_rep[525] 1.229491e+01 2.862661e-03 0.211672592 1.190272e+01
y_rep[526] 1.179241e+01 2.650776e-03 0.207244511 1.140550e+01
y_rep[527] 1.172880e+01 3.131401e-03 0.236890579 1.133256e+01
y_rep[528] 1.224546e+01 2.933088e-03 0.224586649 1.184553e+01
y_rep[529] 1.199838e+01 2.972058e-03 0.223686854 1.158346e+01
y_rep[530] 1.229217e+01 2.971333e-03 0.224690756 1.190682e+01
y_rep[531] 1.210663e+01 2.839664e-03 0.217541829 1.170620e+01
y_rep[532] 1.145824e+01 2.974637e-03 0.226030784 1.105969e+01
y_rep[533] 1.171163e+01 2.733386e-03 0.211545618 1.130832e+01
y_rep[534] 1.187726e+01 2.769948e-03 0.218019715 1.150120e+01
y_rep[535] 1.167366e+01 3.257309e-03 0.247272947 1.129137e+01
y_rep[536] 1.266400e+01 2.781435e-03 0.214051963 1.228682e+01
y_rep[537] 1.226633e+01 2.913681e-03 0.225216685 1.188714e+01
y_rep[538] 1.183061e+01 2.759394e-03 0.214208662 1.143850e+01
y_rep[539] 1.186870e+01 2.960072e-03 0.227300143 1.147630e+01
y_rep[540] 1.155820e+01 2.627890e-03 0.202361393 1.118101e+01
y_rep[541] 1.149697e+01 3.046753e-03 0.225838371 1.109690e+01
y_rep[542] 1.158014e+01 3.169472e-03 0.234548994 1.117797e+01
y_rep[543] 1.133815e+01 2.817458e-03 0.214099224 1.097175e+01
y_rep[544] 1.114803e+01 2.683127e-03 0.211081590 1.074243e+01
y_rep[545] 1.170446e+01 2.789344e-03 0.214413060 1.130625e+01
y_rep[546] 1.132310e+01 2.874678e-03 0.216473999 1.094201e+01
y_rep[547] 1.137387e+01 2.857165e-03 0.217889165 1.100008e+01
y_rep[548] 1.129625e+01 3.618683e-03 0.285735622 1.087775e+01
y_rep[549] 1.161964e+01 2.853761e-03 0.221276186 1.120515e+01
y_rep[550] 1.154975e+01 3.064115e-03 0.240306290 1.114040e+01
y_rep[551] 1.126434e+01 3.011569e-03 0.229189441 1.087349e+01
y_rep[552] 1.098934e+01 3.227392e-03 0.251495318 1.059553e+01
y_rep[553] 1.085205e+01 2.680363e-03 0.208245074 1.046971e+01
y_rep[554] 1.103846e+01 2.859779e-03 0.221502895 1.064330e+01
y_rep[555] 1.097494e+01 2.938538e-03 0.212933555 1.059498e+01
y_rep[556] 1.042736e+01 3.084200e-03 0.229715384 1.004950e+01
y_rep[557] 1.024487e+01 3.244940e-03 0.248901172 9.844597e+00
y_rep[558] 1.033236e+01 2.973066e-03 0.227018547 9.938541e+00
y_rep[559] 1.006326e+01 2.668934e-03 0.210400562 9.693706e+00
y_rep[560] 1.325053e+01 2.948478e-03 0.226810789 1.285854e+01
y_rep[561] 1.279603e+01 3.496666e-03 0.259622274 1.240265e+01
y_rep[562] 1.264557e+01 3.080596e-03 0.239328936 1.224055e+01
y_rep[563] 1.299325e+01 2.673302e-03 0.207126876 1.259488e+01
y_rep[564] 1.346858e+01 2.975683e-03 0.230353246 1.307258e+01
y_rep[565] 1.296977e+01 3.174044e-03 0.247461180 1.257616e+01
y_rep[566] 1.319482e+01 2.821305e-03 0.216569824 1.278494e+01
y_rep[567] 1.291887e+01 2.690361e-03 0.210540240 1.253921e+01
y_rep[568] 1.251299e+01 2.906337e-03 0.221423754 1.210603e+01
y_rep[569] 1.285181e+01 2.853091e-03 0.221954164 1.245970e+01
y_rep[570] 1.271506e+01 3.005366e-03 0.232546381 1.231462e+01
y_rep[571] 1.267778e+01 2.821873e-03 0.208516381 1.230993e+01
y_rep[572] 1.231118e+01 2.560934e-03 0.200338278 1.191584e+01
y_rep[573] 1.235921e+01 2.881414e-03 0.209852304 1.194749e+01
y_rep[574] 1.210353e+01 2.796041e-03 0.214443484 1.171316e+01
y_rep[575] 1.231852e+01 2.918433e-03 0.217075453 1.191018e+01
y_rep[576] 1.206457e+01 3.321256e-03 0.256576705 1.165960e+01
y_rep[577] 1.197422e+01 2.966925e-03 0.226179677 1.158311e+01
y_rep[578] 1.234368e+01 2.853622e-03 0.216202928 1.193583e+01
y_rep[579] 1.234218e+01 2.941642e-03 0.225216731 1.196299e+01
y_rep[580] 1.203865e+01 2.781434e-03 0.215434817 1.161740e+01
y_rep[581] 1.213384e+01 2.971068e-03 0.225172070 1.172093e+01
y_rep[582] 1.217243e+01 2.724936e-03 0.212869747 1.178865e+01
y_rep[583] 1.101495e+01 3.065529e-03 0.233030138 1.061449e+01
y_rep[584] 1.106204e+01 2.851383e-03 0.222244362 1.065498e+01
y_rep[585] 1.084689e+01 2.683117e-03 0.206359214 1.045021e+01
y_rep[586] 1.047333e+01 2.687467e-03 0.206610109 1.008103e+01
y_rep[587] 1.060124e+01 2.744613e-03 0.202202959 1.022076e+01
y_rep[588] 1.123448e+01 2.856886e-03 0.220228405 1.083374e+01
y_rep[589] 1.126008e+01 3.205584e-03 0.245341850 1.085500e+01
y_rep[590] 1.154197e+01 2.753682e-03 0.214053169 1.116770e+01
y_rep[591] 1.159842e+01 3.299145e-03 0.255529437 1.118875e+01
y_rep[592] 1.770416e+01 3.378660e-03 0.253957949 1.722943e+01
y_rep[593] 1.866193e+01 2.998340e-03 0.217657485 1.829042e+01
y_rep[594] 1.919583e+01 3.071025e-03 0.221570825 1.880530e+01
y_rep[595] 1.857912e+01 2.840865e-03 0.219781793 1.816002e+01
y_rep[596] 1.907501e+01 2.787792e-03 0.218075317 1.867756e+01
y_rep[597] 1.942960e+01 3.356595e-03 0.258666849 1.903315e+01
y_rep[598] 1.929944e+01 3.210236e-03 0.246165371 1.891850e+01
y_rep[599] 1.959806e+01 2.685624e-03 0.207089325 1.920275e+01
y_rep[600] 1.939194e+01 2.776102e-03 0.208863444 1.900775e+01
y_rep[601] 1.946952e+01 2.891243e-03 0.223983683 1.908477e+01
y_rep[602] 1.958419e+01 3.066478e-03 0.235631898 1.919022e+01
y_rep[603] 2.043830e+01 2.657811e-03 0.208480852 2.005045e+01
y_rep[604] 2.019341e+01 3.396528e-03 0.261568522 1.979886e+01
y_rep[605] 2.001377e+01 2.880666e-03 0.210850663 1.962341e+01
y_rep[606] 2.036033e+01 2.758675e-03 0.210696665 1.997266e+01
y_rep[607] 2.040129e+01 2.865021e-03 0.217795662 2.000177e+01
y_rep[608] 2.044070e+01 2.953476e-03 0.229908316 2.006637e+01
y_rep[609] 2.072249e+01 2.757173e-03 0.208293736 2.034411e+01
y_rep[610] 2.039012e+01 2.741839e-03 0.211767347 1.999767e+01
y_rep[611] 2.072261e+01 2.865507e-03 0.223328407 2.032333e+01
y_rep[612] 2.042238e+01 2.791650e-03 0.215389613 2.001616e+01
y_rep[613] 2.009353e+01 2.829426e-03 0.219497205 1.969624e+01
y_rep[614] 1.823987e+01 3.132812e-03 0.228204899 1.784607e+01
y_rep[615] 1.639895e+01 3.006680e-03 0.231787623 1.599597e+01
y_rep[616] 1.542261e+01 2.620865e-03 0.203158009 1.503200e+01
y_rep[617] 1.567733e+01 2.897695e-03 0.219616946 1.527616e+01
y_rep[618] 1.521793e+01 2.982825e-03 0.229165908 1.483603e+01
y_rep[619] 1.465204e+01 2.718293e-03 0.213892730 1.425800e+01
y_rep[620] 1.464556e+01 2.871171e-03 0.223269768 1.420864e+01
y_rep[621] 1.473845e+01 2.665041e-03 0.208194553 1.432971e+01
y_rep[622] 1.526050e+01 3.270954e-03 0.258677687 1.485893e+01
y_rep[623] 1.541832e+01 2.844660e-03 0.221065215 1.502887e+01
y_rep[624] 1.513727e+01 2.784338e-03 0.216661003 1.475449e+01
y_rep[625] 1.509750e+01 2.668956e-03 0.203615921 1.471178e+01
y_rep[626] 1.453398e+01 2.900573e-03 0.222498718 1.415402e+01
y_rep[627] 1.439375e+01 2.902858e-03 0.217819142 1.400635e+01
y_rep[628] 1.409766e+01 3.281923e-03 0.258176464 1.369892e+01
y_rep[629] 1.380387e+01 3.019722e-03 0.229793750 1.341877e+01
y_rep[630] 1.377721e+01 2.797314e-03 0.218681784 1.338957e+01
y_rep[631] 1.335539e+01 3.285287e-03 0.254601809 1.295521e+01
y_rep[632] 1.338949e+01 3.109330e-03 0.239660994 1.300570e+01
y_rep[633] 1.343443e+01 2.787704e-03 0.211944084 1.302772e+01
y_rep[634] 1.323001e+01 2.659144e-03 0.203235135 1.282994e+01
y_rep[635] 1.276167e+01 2.944724e-03 0.228110980 1.236648e+01
y_rep[636] 1.268807e+01 2.808511e-03 0.214838742 1.227678e+01
y_rep[637] 1.226339e+01 2.969208e-03 0.219175287 1.186187e+01
y_rep[638] 1.275220e+01 3.084735e-03 0.229474129 1.235353e+01
y_rep[639] 1.297220e+01 2.673354e-03 0.207234325 1.257062e+01
y_rep[640] 1.279442e+01 3.166622e-03 0.241427064 1.240911e+01
y_rep[641] 1.257994e+01 2.787612e-03 0.218830893 1.218267e+01
y_rep[642] 1.280729e+01 2.734414e-03 0.214336129 1.243785e+01
y_rep[643] 1.250913e+01 2.960712e-03 0.228573094 1.211471e+01
y_rep[644] 1.234230e+01 2.612894e-03 0.203164268 1.195769e+01
y_rep[645] 1.233827e+01 3.026120e-03 0.221019257 1.196458e+01
y_rep[646] 1.193441e+01 2.744650e-03 0.213357606 1.153727e+01
y_rep[647] 1.194094e+01 2.931026e-03 0.216146486 1.154136e+01
y_rep[648] 1.204797e+01 2.880655e-03 0.221177994 1.162726e+01
y_rep[649] 1.238059e+01 3.132901e-03 0.242877281 1.198590e+01
y_rep[650] 1.242349e+01 2.782821e-03 0.207894822 1.200951e+01
y_rep[651] 1.253188e+01 3.012033e-03 0.230432839 1.213348e+01
y_rep[652] 1.245565e+01 3.333587e-03 0.258026242 1.205339e+01
y_rep[653] 1.247906e+01 2.840078e-03 0.218560919 1.208395e+01
y_rep[654] 1.250476e+01 3.597461e-03 0.271804802 1.211176e+01
y_rep[655] 1.253503e+01 2.953601e-03 0.230267063 1.213246e+01
y_rep[656] 1.248817e+01 3.293832e-03 0.253978608 1.209711e+01
y_rep[657] 1.251771e+01 2.954413e-03 0.213426336 1.211495e+01
y_rep[658] 1.252685e+01 3.707715e-03 0.283768354 1.212678e+01
y_rep[659] 1.256513e+01 2.823422e-03 0.217234310 1.213432e+01
y_rep[660] 1.235773e+01 2.639219e-03 0.208380577 1.195502e+01
y_rep[661] 1.199966e+01 2.818176e-03 0.218634882 1.160441e+01
y_rep[662] 1.212501e+01 3.343267e-03 0.247541263 1.174051e+01
y_rep[663] 1.212082e+01 2.576750e-03 0.201210997 1.173856e+01
y_rep[664] 1.244108e+01 2.712657e-03 0.207428229 1.205756e+01
y_rep[665] 1.273268e+01 3.233566e-03 0.233751983 1.236736e+01
y_rep[666] 1.220403e+01 2.685549e-03 0.211179219 1.180507e+01
y_rep[667] 1.242388e+01 2.813748e-03 0.218607234 1.202686e+01
y_rep[668] 1.205784e+01 2.901652e-03 0.221948362 1.166044e+01
y_rep[669] 1.188370e+01 2.831616e-03 0.216908837 1.149717e+01
y_rep[670] 1.207925e+01 3.342549e-03 0.256678463 1.168311e+01
y_rep[671] 1.237701e+01 2.743065e-03 0.216402907 1.198027e+01
y_rep[672] 1.214515e+01 2.763743e-03 0.207598605 1.177693e+01
y_rep[673] 1.186284e+01 2.642071e-03 0.205238909 1.146016e+01
y_rep[674] 1.191536e+01 2.656677e-03 0.209066556 1.151937e+01
y_rep[675] 1.177815e+01 2.665862e-03 0.208213433 1.139253e+01
y_rep[676] 1.190902e+01 3.125092e-03 0.246669293 1.149936e+01
y_rep[677] 1.206194e+01 2.755405e-03 0.211609215 1.166730e+01
y_rep[678] 1.153267e+01 2.804059e-03 0.212271307 1.113965e+01
y_rep[679] 1.151812e+01 3.143283e-03 0.245508450 1.113942e+01
y_rep[680] 1.111134e+01 3.090633e-03 0.237588533 1.072209e+01
y_rep[681] 1.090171e+01 3.050471e-03 0.236572743 1.051356e+01
y_rep[682] 1.124013e+01 2.912877e-03 0.222983970 1.085602e+01
y_rep[683] 1.150769e+01 3.037369e-03 0.238111515 1.110203e+01
y_rep[684] 1.125574e+01 2.968227e-03 0.230848786 1.084804e+01
y_rep[685] 1.102970e+01 2.767892e-03 0.214959283 1.064956e+01
y_rep[686] 1.088447e+01 2.933722e-03 0.221181918 1.050051e+01
y_rep[687] 1.061197e+01 2.823836e-03 0.216931214 1.020687e+01
y_rep[688] 1.095832e+01 2.975571e-03 0.220354865 1.055327e+01
y_rep[689] 1.076545e+01 2.958378e-03 0.226404273 1.036680e+01
y_rep[690] 1.090615e+01 3.079686e-03 0.234321129 1.051145e+01
y_rep[691] 1.089977e+01 2.559667e-03 0.203477995 1.051383e+01
y_rep[692] 1.100825e+01 2.855669e-03 0.222598584 1.061729e+01
y_rep[693] 1.068132e+01 3.010544e-03 0.232127601 1.030434e+01
y_rep[694] 1.066655e+01 2.783815e-03 0.213127237 1.027783e+01
y_rep[695] 1.060207e+01 2.678410e-03 0.212961984 1.022618e+01
y_rep[696] 1.046724e+01 2.874233e-03 0.220315678 1.004801e+01
y_rep[697] 1.032153e+01 2.514042e-03 0.194924041 9.936186e+00
y_rep[698] 1.016144e+01 3.184191e-03 0.244842184 9.761971e+00
y_rep[699] 1.043499e+01 2.767810e-03 0.217810968 1.004047e+01
y_rep[700] 1.113695e+01 2.649625e-03 0.201583758 1.073985e+01
y_rep[701] 1.103001e+01 2.753030e-03 0.209832805 1.062269e+01
y_rep[702] 1.087075e+01 2.751373e-03 0.213030962 1.047659e+01
y_rep[703] 1.093861e+01 2.745714e-03 0.213261653 1.054635e+01
y_rep[704] 1.087640e+01 2.948846e-03 0.221746766 1.049738e+01
y_rep[705] 1.085951e+01 2.906290e-03 0.221253561 1.046647e+01
y_rep[706] 1.075183e+01 2.855992e-03 0.224593516 1.036300e+01
y_rep[707] 1.098067e+01 2.909917e-03 0.219381405 1.058506e+01
y_rep[708] 1.090128e+01 2.695951e-03 0.208732713 1.052209e+01
y_rep[709] 1.074614e+01 2.855828e-03 0.219205157 1.035544e+01
y_rep[710] 1.075791e+01 3.135031e-03 0.240408812 1.034370e+01
y_rep[711] 1.059499e+01 2.801200e-03 0.218817025 1.019662e+01
y_rep[712] 1.045794e+01 2.824481e-03 0.215321642 1.007022e+01
y_rep[713] 1.024903e+01 2.855233e-03 0.220297334 9.835535e+00
y_rep[714] 1.013175e+01 2.883176e-03 0.222313972 9.729917e+00
y_rep[715] 1.001591e+01 3.037621e-03 0.239122495 9.618313e+00
y_rep[716] 1.010585e+01 2.868349e-03 0.225573407 9.707426e+00
y_rep[717] 9.796366e+00 3.144129e-03 0.236659236 9.394985e+00
y_rep[718] 9.679202e+00 2.887863e-03 0.220069829 9.300157e+00
y_rep[719] 1.004687e+01 2.842428e-03 0.217560505 9.620494e+00
y_rep[720] 1.009563e+01 3.090652e-03 0.242912894 9.689018e+00
y_rep[721] 1.047600e+01 2.814087e-03 0.212326030 1.009421e+01
y_rep[722] 9.759690e+00 2.996320e-03 0.230379309 9.352179e+00
y_rep[723] 1.015874e+01 4.457796e-03 0.342804394 9.777446e+00
y_rep[724] 1.047172e+01 2.777263e-03 0.216953707 1.010132e+01
y_rep[725] 1.055668e+01 2.566395e-03 0.202610163 1.014317e+01
y_rep[726] 1.066462e+01 2.900407e-03 0.220030691 1.024789e+01
y_rep[727] 1.035156e+01 2.846796e-03 0.220333675 9.959352e+00
y_rep[728] 1.043345e+01 3.054202e-03 0.235366106 1.004498e+01
y_rep[729] 1.042904e+01 2.741078e-03 0.217927649 1.003937e+01
y_rep[730] 1.062370e+01 2.785037e-03 0.217543897 1.023429e+01
y_rep[731] 1.060903e+01 2.663250e-03 0.207082612 1.021947e+01
y_rep[732] 1.065741e+01 2.835240e-03 0.215119573 1.026746e+01
y_rep[733] 1.050012e+01 2.709271e-03 0.211411420 1.011801e+01
y_rep[734] 1.130579e+01 2.677130e-03 0.203920494 1.091690e+01
y_rep[735] 1.161655e+01 3.111210e-03 0.236033513 1.121881e+01
y_rep[736] 1.133844e+01 3.684841e-03 0.273434276 1.095393e+01
y_rep[737] 1.138003e+01 2.961466e-03 0.230870003 1.099062e+01
y_rep[738] 1.148416e+01 2.974879e-03 0.230874346 1.108844e+01
y_rep[739] 1.138769e+01 4.194074e-03 0.318448707 1.101741e+01
y_rep[740] 1.172655e+01 2.881727e-03 0.225338979 1.133158e+01
y_rep[741] 1.160769e+01 2.839694e-03 0.224905681 1.120592e+01
y_rep[742] 1.175090e+01 2.882418e-03 0.212025706 1.135701e+01
y_rep[743] 1.176670e+01 2.833094e-03 0.218224558 1.137405e+01
y_rep[744] 1.156177e+01 2.702732e-03 0.210950500 1.115752e+01
y_rep[745] 1.164630e+01 2.792892e-03 0.210703949 1.126568e+01
y_rep[746] 1.134708e+01 2.957148e-03 0.228470694 1.094223e+01
y_rep[747] 1.093761e+01 2.945854e-03 0.227844787 1.053777e+01
y_rep[748] 1.106128e+01 2.793649e-03 0.216120940 1.066485e+01
y_rep[749] 1.120541e+01 2.931299e-03 0.225438481 1.079004e+01
y_rep[750] 1.125213e+01 2.785799e-03 0.214134127 1.084377e+01
y_rep[751] 1.085060e+01 4.065964e-03 0.314575277 1.046165e+01
y_rep[752] 1.076666e+01 2.686858e-03 0.207108560 1.040047e+01
y_rep[753] 1.098949e+01 2.773380e-03 0.213207852 1.060248e+01
y_rep[754] 1.128074e+01 2.670781e-03 0.210949264 1.088922e+01
y_rep[755] 1.155032e+01 2.712817e-03 0.203282977 1.115537e+01
y_rep[756] 1.121546e+01 3.012006e-03 0.226148562 1.082522e+01
y_rep[757] 1.061388e+01 2.890472e-03 0.223510375 1.021182e+01
y_rep[758] 1.048817e+01 2.881592e-03 0.219806522 1.007677e+01
y_rep[759] 1.072090e+01 2.846289e-03 0.216898499 1.034096e+01
y_rep[760] 1.043913e+01 2.643600e-03 0.203476636 1.005635e+01
y_rep[761] 1.056960e+01 2.884747e-03 0.225484585 1.019080e+01
y_rep[762] 1.098484e+01 2.931079e-03 0.232203423 1.058193e+01
y_rep[763] 1.050214e+01 2.781050e-03 0.214788337 1.010779e+01
y_rep[764] 1.044769e+01 3.051373e-03 0.233922791 1.006581e+01
y_rep[765] 1.020643e+01 3.025904e-03 0.224125637 9.821078e+00
y_rep[766] 1.032495e+01 2.789382e-03 0.216568376 9.926254e+00
y_rep[767] 1.012505e+01 3.088155e-03 0.240800318 9.723754e+00
y_rep[768] 1.030275e+01 3.224593e-03 0.244078125 9.908641e+00
y_rep[769] 1.026387e+01 2.948328e-03 0.226440621 9.848763e+00
y_rep[770] 1.009158e+01 2.781680e-03 0.212987734 9.702215e+00
y_rep[771] 1.025064e+01 2.769167e-03 0.219981949 9.860460e+00
y_rep[772] 1.021971e+01 2.691787e-03 0.209706511 9.823313e+00
y_rep[773] 1.021042e+01 3.065568e-03 0.229003455 9.809786e+00
y_rep[774] 1.080863e+01 2.803447e-03 0.215828875 1.040356e+01
y_rep[775] 1.062195e+01 2.891281e-03 0.218106340 1.021741e+01
y_rep[776] 1.029616e+01 2.839813e-03 0.217948457 9.891118e+00
y_rep[777] 1.017029e+01 2.856887e-03 0.220740389 9.768696e+00
y_rep[778] 9.876359e+00 2.800152e-03 0.217472983 9.496620e+00
y_rep[779] 1.038866e+01 2.653168e-03 0.201244087 9.983011e+00
y_rep[780] 1.028094e+01 3.777918e-03 0.281497036 9.896925e+00
y_rep[781] 1.000499e+01 3.290037e-03 0.253778337 9.619243e+00
y_rep[782] 1.014168e+01 2.658434e-03 0.204414754 9.763450e+00
y_rep[783] 9.917458e+00 2.998706e-03 0.234537553 9.520910e+00
y_rep[784] 9.899566e+00 3.001851e-03 0.224997973 9.495711e+00
y_rep[785] 9.659071e+00 3.387861e-03 0.236186076 9.271550e+00
y_rep[786] 9.617756e+00 2.944948e-03 0.225841022 9.219695e+00
y_rep[787] 9.556257e+00 2.733730e-03 0.211787615 9.157385e+00
y_rep[788] 1.000432e+01 2.669072e-03 0.206596592 9.607080e+00
y_rep[789] 1.047810e+01 3.310124e-03 0.255410663 1.007176e+01
y_rep[790] 1.029665e+01 4.440388e-03 0.332679706 9.910489e+00
y_rep[791] 1.004181e+01 2.827361e-03 0.210111027 9.631031e+00
y_rep[792] 1.010596e+01 3.172648e-03 0.246549764 9.706118e+00
y_rep[793] 1.001636e+01 2.711344e-03 0.212742796 9.613474e+00
y_rep[794] 1.058662e+01 3.016332e-03 0.230326803 1.018429e+01
y_rep[795] 1.046059e+01 2.801196e-03 0.220933653 1.006722e+01
y_rep[796] 1.017252e+01 2.707024e-03 0.214307457 9.783411e+00
y_rep[797] 1.004178e+01 2.659343e-03 0.211918322 9.627277e+00
y_rep[798] 1.033784e+01 2.875817e-03 0.223097629 9.956843e+00
y_rep[799] 1.045225e+01 2.859385e-03 0.218878270 1.004122e+01
y_rep[800] 1.033940e+01 2.743949e-03 0.209333498 9.962685e+00
y_rep[801] 1.035479e+01 2.776964e-03 0.216091913 9.981133e+00
y_rep[802] 9.884283e+00 3.266245e-03 0.258505664 9.486231e+00
y_rep[803] 9.942804e+00 2.714889e-03 0.210223613 9.527370e+00
y_rep[804] 1.036644e+01 2.857991e-03 0.223282765 9.965997e+00
y_rep[805] 1.020579e+01 2.679899e-03 0.205495081 9.797970e+00
y_rep[806] 1.025426e+01 2.639687e-03 0.207548565 9.875756e+00
y_rep[807] 1.032262e+01 3.241911e-03 0.247180117 9.933800e+00
y_rep[808] 1.025831e+01 2.961502e-03 0.230116503 9.830853e+00
y_rep[809] 1.021660e+01 3.048131e-03 0.235602294 9.807009e+00
y_rep[810] 1.059536e+01 4.788695e-03 0.370536063 1.019586e+01
y_rep[811] 1.001348e+01 2.995927e-03 0.227443888 9.605166e+00
y_rep[812] 9.553512e+00 2.973724e-03 0.223439169 9.152838e+00
y_rep[813] 9.824028e+00 3.111836e-03 0.241626869 9.431447e+00
y_rep[814] 1.014644e+01 3.575411e-03 0.280365034 9.740860e+00
y_rep[815] 9.863259e+00 2.770446e-03 0.209906974 9.465360e+00
y_rep[816] 1.012680e+01 2.727265e-03 0.207793730 9.737903e+00
y_rep[817] 9.658633e+00 2.811507e-03 0.220870435 9.257250e+00
y_rep[818] 9.605218e+00 2.808230e-03 0.214625194 9.205168e+00
y_rep[819] 9.635105e+00 2.872764e-03 0.216893876 9.257806e+00
y_rep[820] 9.464138e+00 2.939369e-03 0.225805976 9.070484e+00
y_rep[821] 9.414324e+00 2.928695e-03 0.226607943 9.005951e+00
y_rep[822] 9.670062e+00 3.048330e-03 0.231221423 9.292179e+00
y_rep[823] 9.614441e+00 2.756204e-03 0.210291813 9.233189e+00
y_rep[824] 9.466722e+00 2.700220e-03 0.207015410 9.074476e+00
y_rep[825] 9.256537e+00 2.886484e-03 0.224530114 8.863883e+00
y_rep[826] 9.732901e+00 3.415637e-03 0.262086665 9.338718e+00
y_rep[827] 9.782163e+00 2.950746e-03 0.220729396 9.382438e+00
y_rep[828] 9.521545e+00 2.779874e-03 0.214397602 9.113284e+00
y_rep[829] 9.494038e+00 2.851537e-03 0.223568846 9.091341e+00
y_rep[830] 9.667178e+00 3.029371e-03 0.225719458 9.285241e+00
y_rep[831] 9.654258e+00 2.878687e-03 0.219474125 9.238965e+00
y_rep[832] 9.888651e+00 2.869252e-03 0.220254587 9.509583e+00
y_rep[833] 9.854329e+00 2.735612e-03 0.213998308 9.478558e+00
y_rep[834] 9.998538e+00 2.759688e-03 0.203670891 9.611474e+00
y_rep[835] 1.010352e+01 2.931498e-03 0.221527654 9.707609e+00
y_rep[836] 1.012544e+01 2.731937e-03 0.218517301 9.742710e+00
y_rep[837] 1.017680e+01 2.808165e-03 0.214563916 9.780277e+00
y_rep[838] 1.005849e+01 2.750714e-03 0.217130778 9.650561e+00
y_rep[839] 9.843865e+00 2.873228e-03 0.216439819 9.425450e+00
y_rep[840] 9.827949e+00 2.684579e-03 0.207198307 9.415972e+00
y_rep[841] 1.011302e+01 2.693654e-03 0.213454235 9.741015e+00
y_rep[842] 1.154692e+01 2.748532e-03 0.214111771 1.115491e+01
y_rep[843] 1.121066e+01 2.802612e-03 0.212775046 1.079480e+01
y_rep[844] 1.142930e+01 2.778124e-03 0.212707523 1.103602e+01
y_rep[845] 1.134432e+01 2.832333e-03 0.213719771 1.094599e+01
y_rep[846] 1.157496e+01 2.875939e-03 0.212162820 1.121907e+01
y_rep[847] 1.193249e+01 3.056712e-03 0.235672457 1.153956e+01
y_rep[848] 1.193009e+01 2.839619e-03 0.222305503 1.155357e+01
y_rep[849] 1.174166e+01 2.788136e-03 0.217319428 1.132628e+01
y_rep[850] 1.192070e+01 2.777952e-03 0.207786545 1.154483e+01
y_rep[851] 1.199337e+01 2.925556e-03 0.221340231 1.158597e+01
y_rep[852] 1.212257e+01 2.564819e-03 0.199122751 1.173830e+01
y_rep[853] 1.200427e+01 2.735389e-03 0.211764839 1.160952e+01
y_rep[854] 1.210988e+01 2.942024e-03 0.222638919 1.171930e+01
y_rep[855] 1.201563e+01 3.130466e-03 0.243684983 1.162043e+01
y_rep[856] 1.204859e+01 2.634786e-03 0.206425300 1.166931e+01
y_rep[857] 1.203079e+01 3.158112e-03 0.239671674 1.163593e+01
y_rep[858] 1.251393e+01 3.769845e-03 0.294140329 1.211559e+01
y_rep[859] 1.198928e+01 2.795864e-03 0.213026322 1.159494e+01
y_rep[860] 1.204379e+01 2.647136e-03 0.205056570 1.162790e+01
y_rep[861] 1.201359e+01 2.791501e-03 0.218666272 1.160557e+01
y_rep[862] 1.227099e+01 2.804039e-03 0.219336368 1.188042e+01
y_rep[863] 1.229179e+01 2.900830e-03 0.220577015 1.188626e+01
y_rep[864] 1.219320e+01 2.865693e-03 0.222281661 1.180520e+01
y_rep[865] 1.160881e+01 2.996343e-03 0.226404724 1.121034e+01
y_rep[866] 1.188345e+01 2.753279e-03 0.205712630 1.148156e+01
y_rep[867] 1.215841e+01 2.957398e-03 0.225997973 1.176860e+01
y_rep[868] 1.209499e+01 2.781400e-03 0.215507554 1.171331e+01
y_rep[869] 1.173486e+01 2.955408e-03 0.227670388 1.131465e+01
y_rep[870] 1.180759e+01 3.793469e-03 0.292334009 1.142716e+01
y_rep[871] 1.258989e+01 3.072020e-03 0.234601220 1.220896e+01
y_rep[872] 1.260792e+01 2.879056e-03 0.225538310 1.220764e+01
y_rep[873] 1.256552e+01 2.638710e-03 0.208343056 1.216556e+01
y_rep[874] 1.272389e+01 2.756525e-03 0.216244509 1.230823e+01
y_rep[875] 1.248942e+01 2.832377e-03 0.219533550 1.210980e+01
y_rep[876] 1.244960e+01 2.630720e-03 0.203101225 1.204507e+01
y_rep[877] 1.234709e+01 2.943025e-03 0.223308782 1.196939e+01
y_rep[878] 1.238724e+01 3.168512e-03 0.243393105 1.197721e+01
y_rep[879] 1.235889e+01 3.036472e-03 0.240499142 1.194842e+01
y_rep[880] 1.216417e+01 2.606711e-03 0.201251570 1.178439e+01
y_rep[881] 1.187432e+01 2.872858e-03 0.217717507 1.147881e+01
y_rep[882] 1.200182e+01 2.717207e-03 0.211432333 1.161952e+01
y_rep[883] 1.184026e+01 3.010169e-03 0.228155851 1.144967e+01
y_rep[884] 1.186579e+01 2.706461e-03 0.213756024 1.147225e+01
y_rep[885] 1.181788e+01 2.624553e-03 0.202656691 1.143260e+01
y_rep[886] 1.189909e+01 3.451197e-03 0.263352344 1.149269e+01
y_rep[887] 1.175774e+01 2.657624e-03 0.204961025 1.135446e+01
y_rep[888] 1.200579e+01 3.113603e-03 0.245840936 1.160669e+01
y_rep[889] 1.173016e+01 3.260597e-03 0.247673518 1.134273e+01
y_rep[890] 1.143867e+01 2.945079e-03 0.229505748 1.102689e+01
y_rep[891] 1.150857e+01 2.772970e-03 0.210005695 1.110902e+01
y_rep[892] 1.128344e+01 2.807985e-03 0.216766735 1.087947e+01
y_rep[893] 1.100094e+01 2.649270e-03 0.211364560 1.060113e+01
y_rep[894] 1.041197e+01 3.421502e-03 0.270393271 1.001293e+01
y_rep[895] 1.010779e+01 2.768207e-03 0.212750348 9.723712e+00
y_rep[896] 9.892658e+00 2.755612e-03 0.214283932 9.515591e+00
y_rep[897] 9.924256e+00 2.724536e-03 0.212103365 9.520848e+00
y_rep[898] 9.641862e+00 2.799566e-03 0.216123872 9.248803e+00
y_rep[899] 9.790140e+00 2.855349e-03 0.205329906 9.415886e+00
y_rep[900] 9.751866e+00 2.796846e-03 0.211447254 9.355668e+00
y_rep[901] 9.648240e+00 2.858976e-03 0.222343686 9.245337e+00
y_rep[902] 9.720767e+00 2.791719e-03 0.215566959 9.333844e+00
y_rep[903] 9.858748e+00 2.501979e-03 0.196922123 9.487194e+00
y_rep[904] 9.831038e+00 2.744984e-03 0.209183896 9.434578e+00
y_rep[905] 9.705343e+00 2.940192e-03 0.224394226 9.305136e+00
y_rep[906] 9.989909e+00 2.988032e-03 0.225261579 9.608863e+00
y_rep[907] 9.613007e+00 2.732155e-03 0.209513302 9.222584e+00
y_rep[908] 9.578150e+00 2.872218e-03 0.217009711 9.174331e+00
y_rep[909] 9.330917e+00 3.001584e-03 0.225912447 8.888962e+00
y_rep[910] 9.342712e+00 2.740748e-03 0.210634749 8.936920e+00
y_rep[911] 9.310794e+00 2.767881e-03 0.210670891 8.911511e+00
y_rep[912] 9.767017e+00 3.151973e-03 0.239774731 9.368242e+00
y_rep[913] 9.542168e+00 2.979777e-03 0.231074072 9.152866e+00
y_rep[914] 9.252925e+00 3.007706e-03 0.233096549 8.852392e+00
y_rep[915] 9.701335e+00 2.971059e-03 0.227395995 9.297508e+00
y_rep[916] 9.560075e+00 2.795236e-03 0.219244883 9.171900e+00
y_rep[917] 9.499911e+00 2.940364e-03 0.220857618 9.101217e+00
y_rep[918] 9.371731e+00 2.898198e-03 0.217411208 8.975123e+00
y_rep[919] 9.375623e+00 2.782182e-03 0.216866331 8.989933e+00
y_rep[920] 9.029678e+00 2.848665e-03 0.221096883 8.642018e+00
y_rep[921] 9.194599e+00 2.956787e-03 0.223526128 8.795574e+00
y_rep[922] 8.985472e+00 2.969259e-03 0.229461730 8.594527e+00
y_rep[923] 9.012310e+00 2.751726e-03 0.213612481 8.629988e+00
y_rep[924] 9.284880e+00 3.004284e-03 0.217552758 8.903363e+00
y_rep[925] 9.264831e+00 3.121071e-03 0.240979294 8.863870e+00
y_rep[926] 9.230337e+00 2.815542e-03 0.216034012 8.824506e+00
y_rep[927] 9.268127e+00 2.771697e-03 0.213714542 8.873477e+00
y_rep[928] 9.554708e+00 2.746441e-03 0.211901825 9.166811e+00
y_rep[929] 9.289436e+00 2.916426e-03 0.214768383 8.897889e+00
y_rep[930] 9.854507e+00 2.699204e-03 0.209606195 9.481646e+00
y_rep[931] 9.899715e+00 2.618236e-03 0.205181284 9.503532e+00
y_rep[932] 9.756385e+00 2.887136e-03 0.216376886 9.340236e+00
y_rep[933] 9.565766e+00 2.836611e-03 0.223610714 9.165285e+00
y_rep[934] 9.421997e+00 2.824214e-03 0.211479117 9.016181e+00
y_rep[935] 9.419267e+00 2.622939e-03 0.206147310 9.021197e+00
y_rep[936] 9.733613e+00 3.057014e-03 0.236431669 9.334186e+00
y_rep[937] 9.881786e+00 2.781057e-03 0.215381363 9.505000e+00
y_rep[938] 9.545540e+00 2.666438e-03 0.205767771 9.167142e+00
y_rep[939] 9.542939e+00 3.051750e-03 0.233022087 9.167103e+00
y_rep[940] 9.390463e+00 2.727354e-03 0.212905104 9.002204e+00
y_rep[941] 9.373265e+00 2.684796e-03 0.209138466 8.996261e+00
y_rep[942] 9.357394e+00 2.831141e-03 0.213145197 8.975647e+00
y_rep[943] 9.540216e+00 2.682226e-03 0.205631766 9.150982e+00
y_rep[944] 9.199063e+00 8.221812e-03 0.635365121 8.798354e+00
y_rep[945] 9.197539e+00 2.875601e-03 0.221337851 8.796669e+00
y_rep[946] 9.207579e+00 3.182300e-03 0.246311324 8.801912e+00
y_rep[947] 8.825727e+00 2.989369e-03 0.226302437 8.406717e+00
y_rep[948] 8.776101e+00 2.737528e-03 0.210528976 8.377058e+00
y_rep[949] 8.456002e+00 2.867142e-03 0.224295333 8.050691e+00
y_rep[950] 8.260661e+00 2.917822e-03 0.225461618 7.859019e+00
y_rep[951] 8.132106e+00 2.718415e-03 0.208760815 7.741262e+00
y_rep[952] 8.480572e+00 3.668707e-03 0.287899689 8.080615e+00
y_rep[953] 8.174063e+00 2.905982e-03 0.229282266 7.776251e+00
y_rep[954] 8.444093e+00 3.010244e-03 0.230235517 8.060643e+00
y_rep[955] 8.493424e+00 2.687868e-03 0.205623458 8.116523e+00
y_rep[956] 8.437333e+00 2.833923e-03 0.216832369 8.035924e+00
y_rep[957] 8.387605e+00 2.659880e-03 0.210753655 7.981645e+00
y_rep[958] 8.364388e+00 3.029648e-03 0.223011435 7.968069e+00
y_rep[959] 8.213988e+00 3.086519e-03 0.237122593 7.814493e+00
y_rep[960] 8.554781e+00 2.997522e-03 0.230102564 8.152930e+00
y_rep[961] 8.995035e+00 2.945288e-03 0.230177490 8.581609e+00
y_rep[962] 8.693283e+00 2.825066e-03 0.211457078 8.312486e+00
y_rep[963] 8.741925e+00 2.867292e-03 0.223173609 8.351415e+00
y_rep[964] 8.611843e+00 2.695857e-03 0.205034474 8.215622e+00
y_rep[965] 9.139032e+00 3.099810e-03 0.241459143 8.737795e+00
y_rep[966] 9.177362e+00 2.654941e-03 0.207320815 8.779082e+00
y_rep[967] 9.307241e+00 3.184078e-03 0.248796213 8.904725e+00
y_rep[968] 9.291271e+00 2.912263e-03 0.223218893 8.883579e+00
y_rep[969] 9.356156e+00 2.761870e-03 0.217227728 8.963196e+00
y_rep[970] 9.515153e+00 3.018571e-03 0.229930367 9.109316e+00
y_rep[971] 9.985435e+00 2.621810e-03 0.201617777 9.611769e+00
y_rep[972] 1.004433e+01 3.167718e-03 0.238313125 9.651083e+00
y_rep[973] 1.037690e+01 3.009182e-03 0.231016992 9.983646e+00
y_rep[974] 1.045430e+01 3.025600e-03 0.230499800 1.005964e+01
y_rep[975] 1.051792e+01 2.973469e-03 0.217235320 1.012069e+01
y_rep[976] 1.046535e+01 2.688552e-03 0.211640184 1.008251e+01
y_rep[977] 1.043559e+01 3.027210e-03 0.229249309 1.003302e+01
y_rep[978] 1.039135e+01 2.969935e-03 0.228708681 9.972362e+00
y_rep[979] 1.103991e+01 2.657115e-03 0.208946947 1.064796e+01
y_rep[980] 1.104124e+01 2.981086e-03 0.223603696 1.063735e+01
y_rep[981] 1.107479e+01 2.957563e-03 0.226558225 1.067098e+01
y_rep[982] 1.137629e+01 3.314224e-03 0.249114110 1.096111e+01
y_rep[983] 1.154222e+01 3.147868e-03 0.245634492 1.113893e+01
y_rep[984] 1.150113e+01 2.786619e-03 0.214799761 1.109898e+01
y_rep[985] 1.176758e+01 3.130422e-03 0.243608130 1.137919e+01
y_rep[986] 1.170455e+01 2.900399e-03 0.217073308 1.131979e+01
y_rep[987] 1.166605e+01 3.241244e-03 0.247309747 1.127324e+01
y_rep[988] 1.163268e+01 2.907225e-03 0.218764298 1.126266e+01
y_rep[989] 1.216860e+01 2.721740e-03 0.213367855 1.178550e+01
y_rep[990] 1.280611e+01 2.719911e-03 0.211543551 1.240676e+01
y_rep[991] 1.283303e+01 2.767887e-03 0.215855075 1.243873e+01
y_rep[992] 1.272060e+01 3.226439e-03 0.253965332 1.234103e+01
y_rep[993] 1.261801e+01 2.944409e-03 0.228643863 1.222770e+01
y_rep[994] 1.265580e+01 3.387180e-03 0.263064849 1.223657e+01
y_rep[995] 1.259549e+01 2.715062e-03 0.211019703 1.222022e+01
y_rep[996] 1.235954e+01 3.180853e-03 0.244141622 1.196861e+01
y_rep[997] 1.241832e+01 2.934834e-03 0.239773848 1.204254e+01
y_rep[998] 1.213825e+01 3.108970e-03 0.232996792 1.173010e+01
y_rep[999] 1.210354e+01 2.757979e-03 0.211476999 1.171785e+01
y_rep[1000] 1.227883e+01 2.812292e-03 0.213505028 1.187519e+01
y_rep[1001] 1.225538e+01 3.214116e-03 0.249213886 1.184160e+01
y_rep[1002] 1.183557e+01 2.676605e-03 0.211544230 1.145114e+01
y_rep[1003] 1.225079e+01 2.820726e-03 0.214024705 1.186247e+01
y_rep[1004] 1.202255e+01 2.739150e-03 0.216316240 1.162106e+01
y_rep[1005] 1.173134e+01 3.021637e-03 0.227148803 1.135063e+01
y_rep[1006] 1.173053e+01 3.677094e-03 0.270500189 1.133685e+01
y_rep[1007] 1.192031e+01 2.650570e-03 0.208373916 1.153626e+01
y_rep[1008] 1.161379e+01 3.063807e-03 0.228424219 1.120967e+01
y_rep[1009] 1.156362e+01 3.139319e-03 0.242082961 1.114393e+01
y_rep[1010] 1.146583e+01 2.870142e-03 0.208786105 1.107895e+01
y_rep[1011] 1.129211e+01 3.007762e-03 0.236017214 1.090667e+01
y_rep[1012] 1.055104e+01 3.553499e-03 0.274258137 1.018011e+01
y_rep[1013] 1.038430e+01 2.729835e-03 0.205821833 9.982275e+00
y_rep[1014] 1.043145e+01 2.759813e-03 0.213093071 1.003511e+01
y_rep[1015] 1.035088e+01 2.794650e-03 0.210265476 9.942844e+00
y_rep[1016] 1.027279e+01 2.689511e-03 0.210841766 9.900508e+00
y_rep[1017] 1.020173e+01 3.155689e-03 0.245043682 9.801439e+00
y_rep[1018] 1.027284e+01 2.868785e-03 0.220340530 9.876785e+00
y_rep[1019] 1.053926e+01 2.848306e-03 0.213650736 1.015032e+01
y_rep[1020] 1.078391e+01 2.784193e-03 0.212266608 1.038552e+01
y_rep[1021] 1.109739e+01 2.955741e-03 0.227258891 1.067506e+01
y_rep[1022] 1.107443e+01 3.125296e-03 0.240740108 1.065624e+01
y_rep[1023] 1.072945e+01 2.652105e-03 0.200029988 1.032533e+01
y_rep[1024] 1.079686e+01 2.803356e-03 0.215196101 1.038340e+01
y_rep[1025] 1.130848e+01 3.654747e-03 0.282698726 1.093579e+01
y_rep[1026] 1.070360e+01 3.056033e-03 0.235108067 1.031268e+01
y_rep[1027] 1.070307e+01 2.822186e-03 0.224243459 1.029456e+01
y_rep[1028] 1.052490e+01 3.274082e-03 0.252585694 1.013119e+01
y_rep[1029] 1.067040e+01 2.798750e-03 0.215213858 1.027326e+01
y_rep[1030] 1.057439e+01 2.791416e-03 0.216791566 1.020520e+01
y_rep[1031] 1.047586e+01 3.020135e-03 0.232683209 1.006816e+01
y_rep[1032] 1.057053e+01 2.589750e-03 0.200272993 1.017318e+01
y_rep[1033] 1.069929e+01 2.876615e-03 0.226327781 1.030790e+01
y_rep[1034] 1.076571e+01 6.900407e-03 0.525602628 1.034432e+01
y_rep[1035] 1.071964e+01 2.755036e-03 0.216826959 1.031123e+01
y_rep[1036] 1.065265e+01 2.940684e-03 0.224393720 1.023845e+01
y_rep[1037] 1.086271e+01 4.572971e-03 0.354058844 1.048283e+01
y_rep[1038] 1.129179e+01 2.880233e-03 0.218892517 1.088299e+01
y_rep[1039] 1.146634e+01 3.033700e-03 0.217183122 1.107775e+01
y_rep[1040] 1.145178e+01 2.879552e-03 0.225015287 1.105299e+01
y_rep[1041] 1.132451e+01 3.388322e-03 0.266873305 1.091914e+01
y_rep[1042] 1.092810e+01 2.702649e-03 0.212834924 1.054505e+01
y_rep[1043] 1.088882e+01 2.920537e-03 0.229687283 1.049512e+01
y_rep[1044] 1.073516e+01 2.701989e-03 0.207059069 1.031801e+01
y_rep[1045] 1.096798e+01 2.921454e-03 0.220532687 1.056797e+01
y_rep[1046] 1.081108e+01 2.960308e-03 0.230049344 1.041469e+01
y_rep[1047] 1.069238e+01 3.129378e-03 0.236998577 1.028374e+01
y_rep[1048] 1.067525e+01 2.969304e-03 0.218045026 1.029944e+01
y_rep[1049] 1.058385e+01 2.727401e-03 0.216031346 1.018559e+01
y_rep[1050] 1.058436e+01 2.682638e-03 0.206934823 1.017417e+01
y_rep[1051] 1.081697e+01 2.926445e-03 0.224950642 1.042759e+01
y_rep[1052] 1.057824e+01 3.155648e-03 0.244916152 1.019019e+01
y_rep[1053] 1.022771e+01 2.764133e-03 0.216321462 9.827041e+00
y_rep[1054] 1.016108e+01 3.419846e-03 0.269373271 9.745918e+00
y_rep[1055] 1.012330e+01 2.708837e-03 0.205865749 9.713284e+00
y_rep[1056] 9.875016e+00 3.077378e-03 0.227254609 9.450626e+00
y_rep[1057] 1.007099e+01 2.666450e-03 0.204204864 9.673808e+00
y_rep[1058] 1.005449e+01 2.937516e-03 0.222981005 9.683995e+00
y_rep[1059] 9.729354e+00 2.882805e-03 0.219640363 9.335441e+00
y_rep[1060] 9.401640e+00 2.712452e-03 0.208955517 9.006835e+00
y_rep[1061] 8.774371e+00 2.716699e-03 0.205827134 8.388325e+00
y_rep[1062] 8.614377e+00 3.489483e-03 0.262283252 8.232508e+00
y_rep[1063] 8.892384e+00 2.837514e-03 0.217026646 8.485267e+00
y_rep[1064] 9.218340e+00 3.499193e-03 0.272716033 8.836249e+00
y_rep[1065] 9.182505e+00 2.674713e-03 0.206748673 8.794140e+00
y_rep[1066] 8.730202e+00 2.997054e-03 0.234206847 8.331504e+00
y_rep[1067] 8.708744e+00 3.676040e-03 0.283582364 8.336029e+00
y_rep[1068] 9.451428e+00 2.970696e-03 0.231287227 9.063318e+00
y_rep[1069] 9.437171e+00 2.735466e-03 0.211510679 9.057151e+00
y_rep[1070] 9.528085e+00 2.705408e-03 0.210388829 9.127403e+00
y_rep[1071] 9.429369e+00 2.795849e-03 0.218260301 9.042752e+00
y_rep[1072] 8.971966e+00 2.781390e-03 0.204796986 8.583873e+00
y_rep[1073] 8.778327e+00 2.869973e-03 0.222429939 8.397893e+00
y_rep[1074] 8.964038e+00 3.102512e-03 0.236212382 8.544664e+00
y_rep[1075] 9.086066e+00 2.880606e-03 0.224649502 8.701048e+00
y_rep[1076] 9.465568e+00 3.118674e-03 0.240023359 9.050459e+00
y_rep[1077] 9.322671e+00 2.816307e-03 0.212611314 8.917084e+00
y_rep[1078] 9.067179e+00 2.823992e-03 0.225180573 8.672039e+00
y_rep[1079] 8.979514e+00 3.561821e-03 0.274540868 8.583549e+00
y_rep[1080] 8.639797e+00 2.726978e-03 0.216053503 8.245259e+00
y_rep[1081] 8.879533e+00 3.227977e-03 0.249975416 8.488092e+00
y_rep[1082] 8.873696e+00 2.694373e-03 0.209153690 8.492910e+00
y_rep[1083] 9.106028e+00 2.833169e-03 0.213278099 8.715521e+00
y_rep[1084] 9.115243e+00 3.015406e-03 0.237831585 8.729963e+00
y_rep[1085] 8.925112e+00 2.864754e-03 0.225439397 8.497609e+00
y_rep[1086] 8.851441e+00 2.797272e-03 0.217360163 8.448546e+00
y_rep[1087] 8.681186e+00 3.024122e-03 0.234618030 8.294439e+00
y_rep[1088] 8.557885e+00 3.331703e-03 0.254698946 8.166507e+00
y_rep[1089] 8.682682e+00 2.765554e-03 0.216090905 8.271071e+00
y_rep[1090] 8.472184e+00 2.787504e-03 0.213803069 8.083823e+00
y_rep[1091] 8.056635e+00 2.624055e-03 0.202640738 7.682685e+00
y_rep[1092] 7.773587e+00 2.981984e-03 0.222790291 7.398020e+00
y_rep[1093] 7.854061e+00 2.746121e-03 0.210109943 7.422856e+00
y_rep[1094] 7.793489e+00 2.795468e-03 0.213039956 7.412845e+00
y_rep[1095] 8.854699e+00 3.136457e-03 0.232855522 8.471536e+00
y_rep[1096] 8.994781e+00 2.836432e-03 0.223485391 8.596545e+00
y_rep[1097] 9.040971e+00 3.244259e-03 0.252866141 8.642921e+00
y_rep[1098] 8.899775e+00 2.819284e-03 0.220130931 8.507375e+00
y_rep[1099] 8.877581e+00 2.787828e-03 0.215023143 8.491754e+00
y_rep[1100] 8.767196e+00 2.712529e-03 0.209159752 8.373261e+00
y_rep[1101] 8.807842e+00 2.813352e-03 0.216581712 8.420591e+00
y_rep[1102] 8.758424e+00 2.796454e-03 0.218243891 8.358716e+00
y_rep[1103] 8.553765e+00 2.855181e-03 0.211092195 8.181083e+00
y_rep[1104] 8.566840e+00 2.873987e-03 0.227417711 8.145166e+00
y_rep[1105] 8.586493e+00 2.782314e-03 0.215867635 8.180699e+00
y_rep[1106] 8.406723e+00 2.706693e-03 0.207443399 8.012977e+00
y_rep[1107] 8.561557e+00 3.105856e-03 0.239704813 8.155212e+00
y_rep[1108] 8.400626e+00 3.309024e-03 0.249048833 7.978402e+00
y_rep[1109] 8.617194e+00 2.674446e-03 0.212553810 8.221898e+00
y_rep[1110] 9.001912e+00 2.765489e-03 0.209391083 8.620518e+00
y_rep[1111] 8.996204e+00 3.798281e-03 0.290680951 8.605397e+00
y_rep[1112] 8.769986e+00 2.977654e-03 0.229430967 8.382901e+00
y_rep[1113] 8.907649e+00 2.875565e-03 0.209625429 8.510434e+00
y_rep[1114] 8.822710e+00 2.959616e-03 0.226808813 8.430216e+00
y_rep[1115] 8.700379e+00 2.892671e-03 0.211985045 8.296946e+00
y_rep[1116] 8.910227e+00 3.222906e-03 0.242514284 8.527249e+00
y_rep[1117] 9.352376e+00 2.851068e-03 0.217922780 8.952393e+00
y_rep[1118] 8.557848e+00 2.755795e-03 0.214272458 8.159839e+00
y_rep[1119] 8.652383e+00 2.835106e-03 0.216257427 8.259746e+00
y_rep[1120] 8.447304e+00 2.982834e-03 0.217395537 8.070948e+00
y_rep[1121] 8.285215e+00 3.564818e-03 0.256003407 7.863216e+00
y_rep[1122] 8.679567e+00 2.996816e-03 0.227627838 8.284952e+00
y_rep[1123] 8.651852e+00 2.882235e-03 0.222228795 8.243963e+00
y_rep[1124] 8.528432e+00 2.686819e-03 0.206605569 8.145315e+00
y_rep[1125] 9.313382e+00 2.795842e-03 0.218867902 8.914668e+00
y_rep[1126] 9.279403e+00 2.680235e-03 0.203802586 8.880537e+00
y_rep[1127] 9.404304e+00 2.847441e-03 0.216588905 9.006103e+00
y_rep[1128] 9.352597e+00 2.882524e-03 0.217828372 8.944073e+00
y_rep[1129] 9.474966e+00 2.956435e-03 0.220837315 9.081993e+00
y_rep[1130] 9.488221e+00 2.918060e-03 0.225951716 9.102046e+00
y_rep[1131] 9.582119e+00 3.168707e-03 0.232822054 9.180810e+00
y_rep[1132] 9.405744e+00 2.842742e-03 0.225846586 9.008909e+00
y_rep[1133] 9.042996e+00 2.925849e-03 0.223583970 8.676608e+00
y_rep[1134] 9.084180e+00 3.894830e-03 0.299760972 8.686969e+00
y_rep[1135] 9.440142e+00 3.290848e-03 0.250253570 9.023295e+00
y_rep[1136] 9.488291e+00 2.963134e-03 0.228456626 9.105404e+00
y_rep[1137] 9.586151e+00 2.865494e-03 0.215998928 9.217154e+00
y_rep[1138] 9.536316e+00 2.974043e-03 0.231834264 9.135359e+00
y_rep[1139] 9.502268e+00 2.810431e-03 0.220895635 9.094891e+00
y_rep[1140] 9.366137e+00 2.962439e-03 0.219741668 8.961636e+00
y_rep[1141] 9.308491e+00 3.012309e-03 0.240400012 8.917612e+00
y_rep[1142] 9.201894e+00 2.761650e-03 0.213283207 8.801297e+00
y_rep[1143] 9.249263e+00 3.389280e-03 0.261473408 8.843223e+00
y_rep[1144] 9.281732e+00 2.920752e-03 0.220210558 8.884014e+00
y_rep[1145] 9.966013e+00 2.866478e-03 0.217852536 9.578649e+00
y_rep[1146] 9.874047e+00 3.048456e-03 0.237745312 9.490406e+00
y_rep[1147] 1.041870e+01 2.929337e-03 0.222183599 1.003163e+01
y_rep[1148] 1.000497e+01 2.725082e-03 0.215809478 9.607001e+00
y_rep[1149] 1.064347e+01 2.804543e-03 0.202491168 1.025479e+01
y_rep[1150] 1.040107e+01 2.994321e-03 0.225921903 9.987845e+00
y_rep[1151] 1.037848e+01 2.788340e-03 0.220944496 9.976517e+00
y_rep[1152] 1.031617e+01 2.655304e-03 0.207824786 9.908521e+00
y_rep[1153] 1.022542e+01 2.976423e-03 0.227759640 9.839142e+00
y_rep[1154] 1.050552e+01 2.735827e-03 0.201425656 1.011328e+01
y_rep[1155] 1.199914e+01 3.189724e-03 0.242247172 1.159194e+01
y_rep[1156] 1.122588e+01 2.906138e-03 0.220867603 1.081556e+01
y_rep[1157] 1.104847e+01 3.188556e-03 0.245926132 1.065716e+01
y_rep[1158] 1.117327e+01 3.017586e-03 0.234047325 1.076103e+01
y_rep[1159] 1.104922e+01 2.845307e-03 0.216709853 1.067657e+01
y_rep[1160] 1.098244e+01 2.980269e-03 0.225114709 1.059383e+01
y_rep[1161] 1.112706e+01 2.927122e-03 0.229163226 1.072977e+01
y_rep[1162] 1.096635e+01 2.654675e-03 0.204818842 1.059046e+01
y_rep[1163] 1.090556e+01 2.711772e-03 0.210227986 1.049118e+01
y_rep[1164] 1.099057e+01 2.730719e-03 0.216014109 1.058025e+01
y_rep[1165] 1.104430e+01 2.803178e-03 0.215897748 1.063616e+01
y_rep[1166] 1.104830e+01 5.546330e-03 0.431560938 1.063390e+01
y_rep[1167] 1.120399e+01 2.824038e-03 0.222269273 1.079955e+01
y_rep[1168] 1.085371e+01 2.979526e-03 0.226523110 1.046505e+01
y_rep[1169] 1.067931e+01 2.811410e-03 0.216941337 1.029732e+01
y_rep[1170] 1.056712e+01 2.780478e-03 0.214729477 1.017010e+01
y_rep[1171] 1.036768e+01 3.124328e-03 0.236550417 9.979475e+00
y_rep[1172] 9.943820e+00 2.792405e-03 0.210781609 9.548070e+00
y_rep[1173] 1.025800e+01 2.975849e-03 0.227954732 9.857686e+00
y_rep[1174] 1.014928e+01 2.822600e-03 0.218018906 9.758192e+00
y_rep[1175] 1.012857e+01 3.010246e-03 0.227470661 9.756463e+00
y_rep[1176] 1.019268e+01 2.907280e-03 0.215852861 9.800278e+00
y_rep[1177] 9.997671e+00 3.051423e-03 0.230227086 9.606020e+00
y_rep[1178] 9.468096e+00 2.886198e-03 0.217314195 9.055824e+00
y_rep[1179] 9.626783e+00 2.763077e-03 0.211848170 9.246526e+00
y_rep[1180] 9.713284e+00 2.866328e-03 0.218259593 9.318755e+00
y_rep[1181] 9.635151e+00 2.800223e-03 0.214564560 9.254715e+00
y_rep[1182] 9.571655e+00 3.257430e-03 0.262044643 9.181510e+00
y_rep[1183] 9.495292e+00 3.019767e-03 0.224098686 9.117604e+00
y_rep[1184] 9.969666e+00 2.779019e-03 0.214628559 9.567149e+00
y_rep[1185] 1.005875e+01 3.062170e-03 0.237000244 9.666600e+00
y_rep[1186] 9.936419e+00 2.883358e-03 0.226879274 9.535518e+00
y_rep[1187] 9.717465e+00 3.004773e-03 0.226223144 9.344575e+00
y_rep[1188] 1.021255e+01 2.872269e-03 0.219882275 9.801712e+00
y_rep[1189] 1.029587e+01 3.255528e-03 0.249555816 9.906396e+00
y_rep[1190] 1.006035e+01 2.933796e-03 0.227484046 9.664109e+00
y_rep[1191] 1.019393e+01 3.028307e-03 0.237256496 9.793401e+00
y_rep[1192] 1.002277e+01 4.895073e-03 0.384020217 9.619710e+00
y_rep[1193] 1.030191e+01 2.664692e-03 0.206701385 9.908389e+00
y_rep[1194] 1.044307e+01 2.731473e-03 0.212476313 1.004168e+01
y_rep[1195] 1.021612e+01 3.336927e-03 0.231880224 9.823607e+00
y_rep[1196] 1.137293e+01 3.015580e-03 0.231184359 1.096785e+01
y_rep[1197] 1.151306e+01 2.955820e-03 0.234971707 1.111029e+01
y_rep[1198] 1.130391e+01 2.810050e-03 0.206829291 1.091055e+01
y_rep[1199] 1.138780e+01 2.796199e-03 0.218406250 1.100410e+01
y_rep[1200] 1.148773e+01 3.237124e-03 0.242498079 1.107061e+01
y_rep[1201] 1.128510e+01 3.294217e-03 0.252926451 1.088158e+01
y_rep[1202] 1.110775e+01 2.997946e-03 0.233220299 1.075053e+01
y_rep[1203] 1.121925e+01 2.590691e-03 0.206422608 1.082596e+01
y_rep[1204] 1.102159e+01 2.720426e-03 0.213928271 1.062215e+01
y_rep[1205] 1.100635e+01 3.065320e-03 0.232398887 1.062147e+01
y_rep[1206] 1.105614e+01 2.516477e-03 0.194441021 1.068044e+01
y_rep[1207] 1.090649e+01 2.781011e-03 0.220103750 1.051034e+01
y_rep[1208] 1.086333e+01 4.545938e-03 0.352043567 1.044559e+01
y_rep[1209] 1.100534e+01 2.749067e-03 0.211630368 1.061620e+01
y_rep[1210] 1.095764e+01 2.618154e-03 0.201145078 1.056519e+01
y_rep[1211] 1.053897e+01 2.466534e-03 0.193938265 1.016563e+01
y_rep[1212] 1.064410e+01 2.566855e-03 0.200194732 1.025892e+01
y_rep[1213] 1.058936e+01 2.757595e-03 0.211857280 1.019331e+01
y_rep[1214] 1.057869e+01 2.844680e-03 0.221839452 1.017357e+01
y_rep[1215] 1.109088e+01 2.713864e-03 0.212507679 1.069588e+01
y_rep[1216] 1.106258e+01 2.871143e-03 0.222169795 1.066856e+01
y_rep[1217] 1.073592e+01 4.748327e-03 0.371244510 1.034861e+01
y_rep[1218] 1.069148e+01 2.804445e-03 0.207386651 1.030531e+01
y_rep[1219] 9.839772e+00 3.108550e-03 0.238823231 9.429730e+00
y_rep[1220] 9.528346e+00 3.219515e-03 0.248027927 9.117898e+00
y_rep[1221] 1.002150e+01 2.942686e-03 0.226030587 9.635879e+00
y_rep[1222] 1.042578e+01 2.909458e-03 0.226185630 1.003913e+01
y_rep[1223] 9.823292e+00 2.813926e-03 0.215677195 9.431936e+00
y_rep[1224] 1.001617e+01 2.825360e-03 0.217682116 9.630663e+00
y_rep[1225] 9.841347e+00 3.051785e-03 0.229063909 9.426725e+00
y_rep[1226] 9.917212e+00 2.715560e-03 0.205010329 9.507439e+00
y_rep[1227] 1.024355e+01 2.982286e-03 0.232499774 9.870437e+00
y_rep[1228] 1.026710e+01 2.902238e-03 0.222538089 9.869610e+00
y_rep[1229] 1.005343e+01 2.724228e-03 0.211253575 9.677522e+00
y_rep[1230] 9.933139e+00 2.874218e-03 0.221486351 9.539572e+00
y_rep[1231] 9.738320e+00 2.761131e-03 0.213774586 9.381671e+00
y_rep[1232] 9.694186e+00 3.000460e-03 0.230570425 9.304074e+00
y_rep[1233] 9.562836e+00 2.827122e-03 0.213037691 9.156653e+00
y_rep[1234] 9.534905e+00 2.784690e-03 0.212803378 9.142482e+00
y_rep[1235] 9.435780e+00 2.451103e-03 0.190425084 9.064830e+00
y_rep[1236] 9.247002e+00 2.937669e-03 0.227845752 8.850234e+00
y_rep[1237] 9.359348e+00 2.546842e-03 0.199498344 8.965637e+00
y_rep[1238] 9.072989e+00 2.798095e-03 0.221991369 8.666740e+00
y_rep[1239] 9.297460e+00 2.751079e-03 0.211759800 8.894545e+00
y_rep[1240] 9.095158e+00 2.604395e-03 0.205036813 8.697295e+00
y_rep[1241] 9.060109e+00 2.780366e-03 0.214872635 8.665350e+00
y_rep[1242] 9.238128e+00 3.128750e-03 0.232770042 8.852706e+00
y_rep[1243] 9.272879e+00 2.816296e-03 0.214105285 8.889030e+00
y_rep[1244] 8.997284e+00 2.645968e-03 0.204411027 8.613611e+00
y_rep[1245] 8.869191e+00 6.106641e-03 0.463177672 8.477321e+00
y_rep[1246] 9.075592e+00 2.778512e-03 0.213501258 8.670093e+00
y_rep[1247] 8.967266e+00 2.767569e-03 0.217522993 8.580985e+00
y_rep[1248] 8.753840e+00 3.045655e-03 0.236603959 8.368195e+00
y_rep[1249] 8.678243e+00 2.987239e-03 0.231445505 8.267883e+00
y_rep[1250] 8.442537e+00 2.751115e-03 0.208042007 8.034035e+00
y_rep[1251] 8.278629e+00 3.096379e-03 0.237098002 7.876922e+00
y_rep[1252] 8.292098e+00 2.948173e-03 0.231116858 7.911333e+00
y_rep[1253] 8.219735e+00 2.893076e-03 0.224033968 7.827361e+00
y_rep[1254] 8.421831e+00 3.016932e-03 0.227948112 8.041500e+00
y_rep[1255] 8.254003e+00 2.642018e-03 0.208161024 7.873866e+00
y_rep[1256] 8.294104e+00 2.694387e-03 0.209344286 7.900474e+00
y_rep[1257] 9.390086e+00 2.911643e-03 0.223773573 8.978594e+00
y_rep[1258] 9.569632e+00 2.598377e-03 0.198561318 9.195746e+00
y_rep[1259] 9.370822e+00 2.779327e-03 0.210600818 8.985129e+00
y_rep[1260] 9.466656e+00 2.733340e-03 0.205077580 9.082052e+00
y_rep[1261] 9.216468e+00 2.970311e-03 0.229850925 8.820149e+00
y_rep[1262] 8.790791e+00 3.008945e-03 0.232336518 8.405258e+00
y_rep[1263] 9.053037e+00 2.457808e-03 0.194880660 8.651300e+00
y_rep[1264] 9.337520e+00 3.039417e-03 0.234546204 8.919429e+00
y_rep[1265] 9.035412e+00 3.133950e-03 0.245794424 8.623607e+00
y_rep[1266] 8.848553e+00 2.550284e-03 0.202202225 8.450369e+00
y_rep[1267] 8.948350e+00 2.736835e-03 0.210046195 8.550703e+00
y_rep[1268] 8.850738e+00 2.904451e-03 0.224591600 8.440365e+00
y_rep[1269] 8.863665e+00 2.753178e-03 0.206359248 8.474931e+00
y_rep[1270] 9.078881e+00 2.839133e-03 0.217532725 8.686645e+00
y_rep[1271] 9.132464e+00 2.681369e-03 0.207209226 8.733567e+00
y_rep[1272] 9.163066e+00 2.895772e-03 0.221486220 8.753593e+00
y_rep[1273] 9.252467e+00 2.919875e-03 0.225503249 8.860668e+00
y_rep[1274] 9.390686e+00 2.787997e-03 0.216468073 8.996337e+00
y_rep[1275] 9.336819e+00 2.946785e-03 0.225395122 8.915133e+00
y_rep[1276] 9.381907e+00 2.779055e-03 0.215301477 8.972660e+00
y_rep[1277] 9.272402e+00 2.938095e-03 0.225536951 8.894644e+00
y_rep[1278] 9.216721e+00 2.726135e-03 0.210059344 8.808383e+00
y_rep[1279] 9.105533e+00 2.768081e-03 0.211799177 8.719217e+00
y_rep[1280] 8.674488e+00 2.912984e-03 0.226403097 8.286864e+00
y_rep[1281] 8.532468e+00 3.306305e-03 0.250071696 8.133325e+00
y_rep[1282] 8.865888e+00 3.051435e-03 0.237009151 8.480029e+00
y_rep[1283] 8.586374e+00 2.841975e-03 0.225720401 8.194924e+00
y_rep[1284] 8.449550e+00 3.147755e-03 0.237508021 8.057609e+00
y_rep[1285] 8.584911e+00 2.961360e-03 0.221652440 8.199036e+00
y_rep[1286] 8.215724e+00 3.189006e-03 0.250645882 7.823827e+00
y_rep[1287] 8.013902e+00 2.592063e-03 0.208438673 7.612609e+00
y_rep[1288] 9.185197e+00 3.369701e-03 0.265190925 8.792123e+00
y_rep[1289] 8.959394e+00 2.937071e-03 0.221350382 8.575608e+00
y_rep[1290] 8.916183e+00 2.890256e-03 0.225136940 8.494396e+00
y_rep[1291] 8.992116e+00 2.761110e-03 0.216054725 8.598544e+00
y_rep[1292] 8.830861e+00 3.127918e-03 0.241286121 8.442132e+00
y_rep[1293] 8.507175e+00 2.697160e-03 0.208462486 8.120622e+00
y_rep[1294] 8.450220e+00 3.015640e-03 0.228195883 8.079849e+00
y_rep[1295] 8.332859e+00 3.155996e-03 0.246069097 7.942939e+00
y_rep[1296] 8.165375e+00 2.874027e-03 0.223881838 7.758667e+00
y_rep[1297] 8.101234e+00 2.966488e-03 0.228159131 7.704145e+00
y_rep[1298] 8.096696e+00 3.124578e-03 0.242537759 7.697007e+00
y_rep[1299] 7.787048e+00 2.724224e-03 0.212172347 7.386689e+00
y_rep[1300] 7.986767e+00 2.866029e-03 0.220961205 7.592275e+00
y_rep[1301] 7.704054e+00 2.905703e-03 0.224798573 7.292294e+00
y_rep[1302] 7.880865e+00 2.637443e-03 0.208525756 7.498854e+00
y_rep[1303] 7.903303e+00 2.840987e-03 0.217795749 7.515778e+00
y_rep[1304] 7.929964e+00 2.755330e-03 0.209769870 7.555512e+00
y_rep[1305] 7.938195e+00 3.001898e-03 0.236019508 7.547440e+00
y_rep[1306] 8.265908e+00 3.940125e-03 0.302407051 7.863264e+00
y_rep[1307] 8.075438e+00 2.889682e-03 0.216486444 7.700496e+00
y_rep[1308] 8.007019e+00 2.769500e-03 0.215844208 7.602935e+00
y_rep[1309] 8.038013e+00 3.099052e-03 0.239605861 7.648266e+00
y_rep[1310] 8.311996e+00 2.909147e-03 0.222796152 7.910490e+00
y_rep[1311] 7.813128e+00 2.741997e-03 0.210318234 7.417066e+00
y_rep[1312] 8.394728e+00 2.822318e-03 0.215232871 8.005944e+00
y_rep[1313] 8.282314e+00 2.768028e-03 0.215196282 7.888549e+00
y_rep[1314] 8.392348e+00 2.828347e-03 0.218007116 7.991212e+00
y_rep[1315] 8.306916e+00 3.625443e-03 0.285712155 7.921639e+00
y_rep[1316] 8.227557e+00 2.878801e-03 0.220854707 7.824238e+00
y_rep[1317] 8.426349e+00 3.069910e-03 0.240956834 8.049797e+00
y_rep[1318] 8.423080e+00 2.683002e-03 0.202549634 8.025064e+00
y_rep[1319] 9.488564e+00 2.757718e-03 0.211461262 9.076278e+00
y_rep[1320] 9.696907e+00 2.713110e-03 0.211264513 9.304212e+00
y_rep[1321] 9.539467e+00 3.163097e-03 0.245153879 9.146888e+00
y_rep[1322] 9.634775e+00 2.991532e-03 0.243890992 9.219375e+00
y_rep[1323] 9.525477e+00 2.880358e-03 0.224246315 9.110517e+00
y_rep[1324] 9.591780e+00 3.045743e-03 0.232812958 9.217584e+00
y_rep[1325] 1.005068e+01 3.328243e-03 0.253009306 9.641099e+00
y_rep[1326] 9.757154e+00 2.894091e-03 0.222197722 9.379726e+00
y_rep[1327] 9.643250e+00 3.018146e-03 0.230713218 9.237435e+00
y_rep[1328] 9.622749e+00 2.600104e-03 0.204048261 9.230535e+00
y_rep[1329] 9.503377e+00 2.639575e-03 0.200384495 9.117755e+00
y_rep[1330] 9.702292e+00 2.906960e-03 0.225199181 9.314782e+00
y_rep[1331] 1.003115e+01 2.686414e-03 0.202049849 9.650494e+00
y_rep[1332] 9.816166e+00 2.919939e-03 0.226874199 9.397166e+00
y_rep[1333] 9.650482e+00 2.854153e-03 0.210901464 9.261039e+00
y_rep[1334] 9.596376e+00 2.730137e-03 0.211272313 9.205460e+00
y_rep[1335] 9.447313e+00 2.753049e-03 0.213078164 9.036633e+00
y_rep[1336] 9.843812e+00 3.056904e-03 0.234509692 9.435511e+00
y_rep[1337] 9.920611e+00 2.978112e-03 0.221437131 9.539764e+00
y_rep[1338] 9.631825e+00 2.823956e-03 0.212629557 9.215785e+00
y_rep[1339] 9.623174e+00 3.072196e-03 0.229406899 9.229255e+00
y_rep[1340] 9.686397e+00 5.192376e-03 0.401311317 9.268358e+00
y_rep[1341] 9.731885e+00 3.040138e-03 0.231136452 9.303809e+00
y_rep[1342] 9.910168e+00 3.121560e-03 0.235086517 9.509004e+00
y_rep[1343] 9.893389e+00 3.111099e-03 0.243232256 9.508284e+00
y_rep[1344] 9.934921e+00 2.598441e-03 0.202459145 9.537114e+00
y_rep[1345] 9.757669e+00 2.744459e-03 0.211428799 9.357910e+00
y_rep[1346] 9.796169e+00 2.853148e-03 0.220414017 9.397488e+00
y_rep[1347] 9.665357e+00 3.178200e-03 0.236858875 9.255400e+00
y_rep[1348] 9.610735e+00 2.913809e-03 0.225404777 9.235803e+00
y_rep[1349] 9.507187e+00 2.754315e-03 0.214445827 9.116705e+00
y_rep[1350] 9.694269e+00 3.028721e-03 0.234381458 9.326875e+00
y_rep[1351] 9.752728e+00 2.956328e-03 0.218903930 9.325376e+00
y_rep[1352] 9.710595e+00 2.990794e-03 0.227682758 9.300284e+00
y_rep[1353] 9.976275e+00 2.739528e-03 0.211868696 9.594515e+00
y_rep[1354] 9.865047e+00 2.909399e-03 0.226082926 9.456338e+00
y_rep[1355] 9.726341e+00 2.727511e-03 0.215019116 9.317104e+00
y_rep[1356] 9.756308e+00 2.549483e-03 0.200257369 9.364455e+00
y_rep[1357] 9.899962e+00 2.674295e-03 0.204511994 9.504284e+00
y_rep[1358] 9.834955e+00 8.244146e-03 0.641419318 9.414689e+00
y_rep[1359] 9.371389e+00 3.070875e-03 0.228834984 8.955616e+00
y_rep[1360] 9.229457e+00 2.911565e-03 0.208278615 8.835463e+00
y_rep[1361] 8.773107e+00 3.494323e-03 0.264256178 8.387071e+00
y_rep[1362] 8.684352e+00 3.044255e-03 0.235697637 8.300199e+00
y_rep[1363] 8.723481e+00 3.114367e-03 0.246123423 8.325674e+00
y_rep[1364] 8.496878e+00 2.918309e-03 0.213163541 8.110786e+00
y_rep[1365] 8.540644e+00 2.964187e-03 0.227591628 8.140322e+00
y_rep[1366] 8.065931e+00 3.230361e-03 0.248749842 7.678653e+00
y_rep[1367] 8.172164e+00 2.887994e-03 0.220076654 7.793534e+00
y_rep[1368] 7.888106e+00 3.083564e-03 0.238114505 7.500718e+00
y_rep[1369] 7.926336e+00 2.714165e-03 0.206211078 7.536271e+00
y_rep[1370] 7.722263e+00 3.404865e-03 0.254247991 7.334805e+00
y_rep[1371] 7.541508e+00 3.289793e-03 0.255875041 7.119361e+00
y_rep[1372] 8.021168e+00 2.697641e-03 0.210955590 7.624885e+00
y_rep[1373] 8.296641e+00 2.676976e-03 0.204479205 7.898217e+00
y_rep[1374] 7.993775e+00 2.818555e-03 0.214435453 7.584364e+00
y_rep[1375] 7.877418e+00 2.637687e-03 0.206619791 7.473063e+00
y_rep[1376] 7.774032e+00 2.706032e-03 0.209145442 7.374872e+00
y_rep[1377] 7.671168e+00 2.919018e-03 0.221125993 7.287175e+00
y_rep[1378] 7.757002e+00 2.745644e-03 0.213042299 7.360152e+00
y_rep[1379] 7.809667e+00 2.742848e-03 0.211014120 7.430459e+00
y_rep[1380] 7.481842e+00 2.803690e-03 0.206889148 7.091117e+00
y_rep[1381] 7.836005e+00 3.119120e-03 0.218636598 7.426939e+00
y_rep[1382] 8.136725e+00 3.012013e-03 0.232137179 7.770466e+00
y_rep[1383] 8.017996e+00 2.908686e-03 0.218770354 7.605698e+00
y_rep[1384] 8.461243e+00 2.791314e-03 0.214407801 8.037825e+00
y_rep[1385] 8.631379e+00 3.223791e-03 0.244123036 8.244273e+00
y_rep[1386] 8.434838e+00 2.809498e-03 0.207754059 8.036287e+00
y_rep[1387] 8.490944e+00 3.496696e-03 0.269419768 8.097327e+00
y_rep[1388] 8.411792e+00 3.100630e-03 0.240078737 8.026710e+00
y_rep[1389] 8.300813e+00 2.856486e-03 0.219592297 7.917460e+00
y_rep[1390] 8.373583e+00 2.741355e-03 0.212045864 7.999211e+00
y_rep[1391] 8.347702e+00 2.861522e-03 0.220728461 7.951517e+00
y_rep[1392] 8.255697e+00 2.965053e-03 0.226015299 7.869465e+00
y_rep[1393] 8.243077e+00 2.943580e-03 0.225183726 7.855565e+00
y_rep[1394] 8.118362e+00 2.875759e-03 0.222517914 7.695331e+00
y_rep[1395] 7.852752e+00 2.975731e-03 0.231889467 7.459116e+00
y_rep[1396] 8.244153e+00 2.674101e-03 0.205475479 7.852359e+00
y_rep[1397] 8.115168e+00 3.120003e-03 0.242906187 7.737057e+00
y_rep[1398] 8.779990e+00 2.861425e-03 0.216644374 8.395877e+00
y_rep[1399] 9.807458e+00 2.954924e-03 0.226459981 9.407048e+00
y_rep[1400] 9.356039e+00 3.019049e-03 0.223521343 8.931786e+00
y_rep[1401] 9.561429e+00 2.810046e-03 0.212827961 9.172692e+00
y_rep[1402] 9.823459e+00 2.633821e-03 0.199662114 9.418584e+00
y_rep[1403] 1.000017e+01 2.857285e-03 0.218608315 9.586995e+00
y_rep[1404] 9.881089e+00 2.715494e-03 0.206048867 9.484650e+00
y_rep[1405] 9.763960e+00 2.712530e-03 0.208847952 9.357090e+00
y_rep[1406] 9.789885e+00 2.658471e-03 0.210276386 9.393899e+00
y_rep[1407] 9.659860e+00 2.975848e-03 0.228034292 9.268971e+00
y_rep[1408] 9.757832e+00 2.664143e-03 0.209730081 9.349460e+00
y_rep[1409] 1.001811e+01 2.977133e-03 0.222992615 9.609667e+00
y_rep[1410] 9.961080e+00 2.850616e-03 0.214507295 9.579469e+00
y_rep[1411] 1.021413e+01 2.843937e-03 0.217751902 9.830739e+00
y_rep[1412] 1.011132e+01 3.036782e-03 0.231007013 9.724885e+00
y_rep[1413] 1.020814e+01 2.611496e-03 0.205489696 9.801179e+00
y_rep[1414] 1.089839e+01 2.877242e-03 0.218380526 1.048388e+01
y_rep[1415] 1.358850e+01 2.864738e-03 0.222562016 1.319160e+01
y_rep[1416] 1.328551e+01 2.869293e-03 0.219636160 1.289879e+01
y_rep[1417] 1.365342e+01 2.799502e-03 0.216936995 1.326798e+01
y_rep[1418] 1.376715e+01 4.084359e-03 0.314866665 1.337464e+01
y_rep[1419] 1.399442e+01 2.791748e-03 0.213048017 1.360833e+01
y_rep[1420] 1.473640e+01 2.681783e-03 0.213557567 1.435587e+01
y_rep[1421] 1.463078e+01 2.882327e-03 0.222384072 1.422286e+01
y_rep[1422] 1.450913e+01 2.677872e-03 0.208344950 1.410042e+01
y_rep[1423] 1.506554e+01 2.637261e-03 0.199134656 1.469528e+01
y_rep[1424] 1.849250e+01 2.714060e-03 0.209531239 1.809711e+01
y_rep[1425] 1.794871e+01 2.651228e-03 0.202330672 1.754609e+01
y_rep[1426] 1.727535e+01 2.703408e-03 0.207046878 1.688345e+01
y_rep[1427] 1.795737e+01 2.733446e-03 0.210360385 1.754626e+01
y_rep[1428] 1.802888e+01 3.614142e-03 0.280458087 1.764604e+01
y_rep[1429] 1.762905e+01 2.962426e-03 0.221906376 1.723203e+01
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log_lik[1279] 8.732826e-01 7.641385e-04 0.052874594 7.665605e-01
log_lik[1280] 3.510044e-01 1.003650e-03 0.073602072 2.061299e-01
log_lik[1281] 6.300087e-01 1.019084e-03 0.067203912 4.966523e-01
log_lik[1282] 4.867608e-02 1.600851e-03 0.101238553 -1.504258e-01
log_lik[1283] 7.345072e-01 8.356403e-04 0.058325209 6.155980e-01
log_lik[1284] 8.752600e-01 8.734458e-04 0.059746276 7.531785e-01
log_lik[1285] -9.244258e-01 9.510776e-04 0.067939028 -1.059514e+00
log_lik[1286] 6.769235e-01 7.826030e-04 0.055950300 5.618768e-01
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log_lik[1290] 1.109810e+00 4.557703e-04 0.031773796 1.047520e+00
log_lik[1291] 3.392259e-02 9.136122e-04 0.063360555 -9.100787e-02
log_lik[1292] 8.154373e-01 6.393986e-04 0.045516015 7.230530e-01
log_lik[1293] 3.393818e-01 1.027819e-03 0.070109879 2.006177e-01
log_lik[1294] 1.026639e+00 7.810992e-04 0.051967852 9.170669e-01
log_lik[1295] 6.489389e-01 6.690080e-04 0.049822841 5.478321e-01
log_lik[1296] 1.139915e+00 4.355629e-04 0.029838663 1.081169e+00
log_lik[1297] 4.960333e-01 7.455733e-04 0.055490019 3.838642e-01
log_lik[1298] 4.675216e-01 9.314376e-04 0.065413793 3.348009e-01
log_lik[1299] 2.350127e-01 9.192226e-04 0.067031047 1.042888e-01
log_lik[1300] 1.120070e+00 4.797009e-04 0.032422185 1.055590e+00
log_lik[1301] 6.747544e-01 7.188578e-04 0.053479088 5.685105e-01
log_lik[1302] 1.085062e+00 5.051017e-04 0.036119933 1.011883e+00
log_lik[1303] 9.505805e-01 5.302971e-04 0.039818157 8.704721e-01
log_lik[1304] 1.109108e+00 4.545489e-04 0.031693770 1.046777e+00
log_lik[1305] 8.471929e-01 5.808963e-04 0.044431431 7.598935e-01
log_lik[1306] 1.049369e+00 8.284164e-04 0.057485391 9.258591e-01
log_lik[1307] 1.091106e+00 5.864427e-04 0.039206188 1.009113e+00
log_lik[1308] 8.913589e-01 7.510358e-04 0.053497289 7.831680e-01
log_lik[1309] 1.214631e-01 1.015469e-03 0.070304184 -1.695018e-02
log_lik[1310] 7.470373e-01 8.895383e-04 0.065365063 6.145155e-01
log_lik[1311] 1.123641e+00 5.348165e-04 0.035868366 1.046315e+00
log_lik[1312] 1.062779e+00 5.078264e-04 0.035953517 9.915996e-01
log_lik[1313] 5.966652e-01 7.827959e-04 0.056351845 4.838454e-01
log_lik[1314] 6.375689e-01 1.325084e-03 0.084884094 4.664682e-01
log_lik[1315] 9.611203e-01 5.213908e-04 0.039214082 8.842265e-01
log_lik[1316] 6.219558e-01 7.746518e-04 0.055599700 5.107359e-01
log_lik[1317] 1.109579e+00 5.370201e-04 0.037917919 1.029610e+00
log_lik[1318] 9.464449e-01 5.330480e-04 0.039307431 8.688371e-01
log_lik[1319] 2.338895e-01 7.710639e-04 0.054105606 1.279731e-01
log_lik[1320] -4.933292e-02 1.011908e-03 0.069753127 -1.873756e-01
log_lik[1321] 5.310187e-01 6.566447e-04 0.046564884 4.394969e-01
log_lik[1322] 1.133937e+00 4.282416e-04 0.029788450 1.074958e+00
log_lik[1323] 6.263866e-01 5.503641e-04 0.040803145 5.449413e-01
log_lik[1324] 4.308593e-01 7.042972e-04 0.049676018 3.326239e-01
log_lik[1325] 8.763403e-02 7.801480e-04 0.053574869 -1.763978e-02
log_lik[1326] 1.121225e+00 4.245870e-04 0.030049445 1.062370e+00
log_lik[1327] 9.617239e-01 4.265133e-04 0.032225346 8.984282e-01
log_lik[1328] 3.959688e-01 1.004055e-03 0.067745243 2.619700e-01
log_lik[1329] 9.784648e-01 4.430443e-04 0.033107404 9.130929e-01
log_lik[1330] 7.799743e-01 5.970746e-04 0.043304123 6.913228e-01
log_lik[1331] 8.978284e-01 6.417116e-04 0.043605194 8.101536e-01
log_lik[1332] 1.084287e+00 5.111886e-04 0.034341298 1.015217e+00
log_lik[1333] 1.140417e+00 4.349082e-04 0.029801453 1.081611e+00
log_lik[1334] 1.006642e+00 5.695248e-04 0.039538573 9.272813e-01
log_lik[1335] -1.641023e+00 8.414121e-04 0.066038551 -1.770381e+00
log_lik[1336] 1.020487e+00 7.093291e-04 0.047012403 9.249262e-01
log_lik[1337] 2.835552e-01 9.333111e-04 0.063107559 1.590463e-01
log_lik[1338] 1.134261e+00 4.388627e-04 0.030241628 1.075016e+00
log_lik[1339] 6.864118e-01 7.256792e-04 0.052393905 5.813829e-01
log_lik[1340] 1.121269e+00 4.521701e-04 0.031088507 1.060220e+00
log_lik[1341] 3.350148e-01 7.832464e-04 0.054725874 2.271395e-01
log_lik[1342] 8.323969e-01 1.521733e-03 0.102811859 6.133752e-01
log_lik[1343] 7.841834e-01 9.106282e-04 0.058505352 6.650468e-01
log_lik[1344] 8.928360e-01 7.346307e-04 0.051535715 7.884772e-01
log_lik[1345] 1.115110e+00 4.280730e-04 0.029773946 1.056501e+00
log_lik[1346] 7.881111e-01 6.228679e-04 0.043725837 6.994423e-01
log_lik[1347] 7.857171e-01 5.477663e-04 0.039027641 7.087142e-01
log_lik[1348] 7.857391e-01 4.979174e-04 0.038283496 7.094952e-01
log_lik[1349] 1.889992e-01 9.231113e-04 0.063248764 6.322593e-02
log_lik[1350] 1.125838e+00 4.319665e-04 0.029835784 1.066527e+00
log_lik[1351] 1.104559e+00 4.188217e-04 0.029715083 1.046372e+00
log_lik[1352] 1.140361e+00 4.346359e-04 0.029819403 1.081571e+00
log_lik[1353] 1.112136e+00 4.344455e-04 0.030953109 1.051151e+00
log_lik[1354] 1.036188e+00 4.216976e-04 0.031012538 9.749704e-01
log_lik[1355] 1.026386e+00 6.532339e-04 0.042435952 9.413487e-01
log_lik[1356] 1.139758e+00 4.322191e-04 0.029790133 1.081258e+00
log_lik[1357] 6.493461e-01 6.420985e-04 0.045335181 5.576802e-01
log_lik[1358] -1.282561e+00 8.081603e-04 0.061548614 -1.403804e+00
log_lik[1359] 8.414563e-01 6.440585e-04 0.045525671 7.481300e-01
log_lik[1360] 1.992530e-01 8.507202e-04 0.059120596 8.070390e-02
log_lik[1361] -5.185564e-01 8.839799e-04 0.063609481 -6.439658e-01
log_lik[1362] 5.763951e-01 7.813152e-04 0.057735915 4.606905e-01
log_lik[1363] 9.569864e-01 5.652756e-04 0.040719905 8.747265e-01
log_lik[1364] 7.288657e-01 8.458986e-04 0.061352981 6.047358e-01
log_lik[1365] -1.873057e+00 8.685545e-04 0.068607443 -2.008456e+00
log_lik[1366] 1.139322e+00 4.344318e-04 0.029892602 1.080570e+00
log_lik[1367] 9.426959e-01 6.483822e-04 0.046509059 8.479447e-01
log_lik[1368] 9.502886e-01 5.404243e-04 0.040730665 8.684167e-01
log_lik[1369] 1.091959e+00 4.667448e-04 0.032810907 1.027740e+00
log_lik[1370] 7.625296e-01 9.128876e-04 0.065106357 6.310150e-01
log_lik[1371] -4.828004e-01 1.091481e-03 0.078958136 -6.366235e-01
log_lik[1372] 9.874925e-01 6.037231e-04 0.043566555 8.981913e-01
log_lik[1373] -1.943109e-01 1.167399e-03 0.077307985 -3.468906e-01
log_lik[1374] 1.130015e+00 4.346411e-04 0.030497628 1.070184e+00
log_lik[1375] 7.397885e-01 6.458591e-04 0.048619333 6.437468e-01
log_lik[1376] 7.817198e-01 6.981781e-04 0.052235934 6.755032e-01
log_lik[1377] 9.648197e-01 5.290599e-04 0.040021345 8.864150e-01
log_lik[1378] 7.748210e-01 7.140034e-04 0.052274162 6.694737e-01
log_lik[1379] 1.137757e+00 4.339134e-04 0.030006988 1.078203e+00
log_lik[1380] 9.455452e-01 7.374532e-04 0.052823550 8.368093e-01
log_lik[1381] 4.656686e-01 9.962997e-04 0.069836213 3.262994e-01
log_lik[1382] 1.827118e-01 8.977405e-04 0.064074817 5.450461e-02
log_lik[1383] 8.735432e-01 8.587114e-04 0.056663859 7.575333e-01
log_lik[1384] 1.134891e+00 4.314538e-04 0.030066188 1.075614e+00
log_lik[1385] 1.064587e+00 5.629936e-04 0.038340035 9.871844e-01
log_lik[1386] 4.062245e-01 7.534945e-04 0.055690018 2.969942e-01
log_lik[1387] 1.011742e+00 4.997283e-04 0.036623434 9.389417e-01
log_lik[1388] 1.083297e+00 4.670205e-04 0.033216857 1.016745e+00
log_lik[1389] 1.006456e+00 6.545855e-04 0.045324699 9.135999e-01
log_lik[1390] 1.124301e+00 4.419705e-04 0.030897001 1.063083e+00
log_lik[1391] 1.116660e+00 4.564064e-04 0.031474344 1.055102e+00
log_lik[1392] 1.114679e+00 4.382256e-04 0.031076676 1.053243e+00
log_lik[1393] 1.133574e+00 4.479871e-04 0.030541705 1.073909e+00
log_lik[1394] 5.168009e-01 8.699208e-04 0.062214871 3.905141e-01
log_lik[1395] 7.792436e-01 6.807771e-04 0.049666054 6.809389e-01
log_lik[1396] -2.007989e-01 1.289481e-03 0.085700294 -3.720555e-01
log_lik[1397] -1.003401e-01 1.040737e-03 0.072258005 -2.427415e-01
log_lik[1398] -4.694939e-01 9.457166e-04 0.067643985 -6.009572e-01
log_lik[1399] -1.824804e+00 1.486498e-03 0.101461052 -2.021358e+00
log_lik[1400] 7.305721e-01 7.434700e-04 0.053663526 6.227565e-01
log_lik[1401] -9.232982e-01 1.087716e-03 0.075199170 -1.070862e+00
log_lik[1402] 9.557735e-01 6.967997e-04 0.047036872 8.609889e-01
log_lik[1403] -1.997505e-01 8.222981e-04 0.056935518 -3.090264e-01
log_lik[1404] 8.185274e-01 5.902164e-04 0.043916730 7.304453e-01
log_lik[1405] 1.125569e+00 4.571035e-04 0.030868798 1.065359e+00
log_lik[1406] 9.747930e-01 6.041881e-04 0.041459860 8.927457e-01
log_lik[1407] 8.434079e-01 5.371255e-04 0.040855306 7.611953e-01
log_lik[1408] 1.139016e+00 4.320881e-04 0.029858496 1.080354e+00
log_lik[1409] 1.074094e+00 4.953321e-04 0.035296203 1.003996e+00
log_lik[1410] -1.836070e+00 9.408406e-04 0.073174427 -1.980554e+00
log_lik[1411] 1.137641e+00 4.450176e-04 0.030298029 1.077985e+00
log_lik[1412] -1.021387e-01 1.150532e-03 0.075138336 -2.511255e-01
log_lik[1413] -1.096243e+00 7.939850e-04 0.059228040 -1.212969e+00
log_lik[1414] 6.062899e-02 2.613951e-03 0.165176722 -2.673091e-01
log_lik[1415] -3.569244e+00 1.692204e-03 0.122990300 -3.820710e+00
log_lik[1416] -7.214480e-01 1.065044e-03 0.072813192 -8.618387e-01
log_lik[1417] -3.143612e-01 8.564982e-04 0.059888641 -4.328218e-01
log_lik[1418] 8.424134e-01 1.075375e-03 0.070139023 7.000958e-01
log_lik[1419] -2.420341e+00 1.613931e-03 0.114313840 -2.643602e+00
log_lik[1420] 1.107759e+00 6.168046e-04 0.040597743 1.021388e+00
log_lik[1421] -5.331200e-01 9.016967e-04 0.065519943 -6.630121e-01
log_lik[1422] 6.005800e-01 1.048473e-03 0.070073862 4.600646e-01
log_lik[1423] -8.051433e-01 1.222176e-03 0.084909868 -9.675131e-01
log_lik[1424] -6.618066e+00 3.546518e-03 0.254208717 -7.142168e+00
log_lik[1425] -3.970045e+00 2.412880e-03 0.168400367 -4.316891e+00
log_lik[1426] -2.993121e-01 1.532637e-03 0.105233368 -5.038367e-01
log_lik[1427] 7.722652e-01 3.412710e-03 0.212055048 3.129470e-01
log_lik[1428] -9.965736e-01 3.099233e-03 0.201012627 -1.388344e+00
log_lik[1429] 7.533287e-01 1.304856e-03 0.090242703 5.679241e-01
log_lik[1430] 7.096471e-01 9.124675e-04 0.070553248 5.649083e-01
log_lik[1431] -1.513668e-01 2.147604e-03 0.147087525 -4.424081e-01
log_lik[1432] 6.368404e-01 2.428176e-03 0.165766737 2.980436e-01
log_lik[1433] -2.504329e+00 2.034195e-03 0.139763624 -2.781233e+00
log_lik[1434] 1.055252e+00 6.189445e-04 0.045333467 9.607964e-01
log_lik[1435] 2.945592e-01 1.548409e-03 0.109310592 7.387021e-02
log_lik[1436] 8.888927e-01 1.240133e-03 0.086722614 7.035299e-01
log_lik[1437] 1.066954e+00 6.068394e-04 0.043735330 9.741893e-01
log_lik[1438] -5.014681e-01 2.435457e-03 0.156846435 -8.005971e-01
log_lik[1439] -1.157730e-01 1.488477e-03 0.104965779 -3.225446e-01
log_lik[1440] 4.755819e-01 1.075292e-03 0.081236563 3.096455e-01
log_lik[1441] 9.235809e-01 9.438641e-04 0.066164004 7.832107e-01
log_lik[1442] 1.087154e+00 7.674453e-04 0.051255505 9.736063e-01
log_lik[1443] 6.605500e-01 1.093803e-03 0.077258000 5.026401e-01
log_lik[1444] 2.318004e-01 1.999941e-03 0.133350159 -4.021200e-02
log_lik[1445] -5.522751e-01 1.839650e-03 0.122954446 -7.934508e-01
log_lik[1446] 9.887987e-01 8.961389e-04 0.061317358 8.557962e-01
log_lik[1447] -6.854152e-02 2.663391e-03 0.173551644 -4.104804e-01
log_lik[1448] 6.067916e-01 8.913320e-04 0.062030727 4.802599e-01
log_lik[1449] -6.884898e-01 9.422688e-04 0.066761306 -8.190968e-01
log_lik[1450] -5.639020e+00 2.706059e-03 0.199703682 -6.041332e+00
log_lik[1451] 8.205844e-01 2.355488e-03 0.158780882 4.742913e-01
log_lik[1452] 1.033952e+00 8.600179e-04 0.059620683 9.056676e-01
log_lik[1453] 9.153517e-02 9.062303e-04 0.066417042 -3.971434e-02
log_lik[1454] 4.041107e-01 1.383166e-03 0.095789108 2.058186e-01
log_lik[1455] -1.075592e+00 2.036673e-03 0.138140786 -1.344573e+00
log_lik[1456] 1.071371e+00 6.515732e-04 0.044338345 9.803647e-01
log_lik[1457] 3.955377e-01 1.955729e-03 0.127478616 1.438366e-01
log_lik[1458] 3.815251e-01 1.012452e-03 0.074250735 2.312147e-01
log_lik[1459] 7.547790e-01 1.541703e-03 0.100557463 5.503884e-01
log_lik[1460] -4.167947e+00 1.652385e-03 0.130988366 -4.432945e+00
y_hat 1.230724e+01 3.042153e-03 0.238518157 1.189855e+01
lp__ 1.326123e+03 4.174674e-02 2.104761232 1.321179e+03
25% 50% 75% 97.5%
alpha 1.230282e+01 1.230542e+01 1.230820e+01 1.231301e+01
beta[1] 5.597448e-01 6.275213e-01 6.937871e-01 8.234383e-01
beta[2] 5.844954e-01 6.579896e-01 7.308023e-01 8.728542e-01
beta[3] 1.826444e+00 1.904345e+00 1.988532e+00 2.145509e+00
beta_mu[1] -1.078894e+01 4.353180e-01 1.149455e+01 3.219091e+01
beta_mu[2] -1.077728e+01 6.511538e-01 1.146023e+01 3.254307e+01
beta_mu[3] -9.656359e+00 1.647206e+00 1.260635e+01 3.481092e+01
sigma 1.136628e-01 1.162396e-01 1.188984e-01 1.242443e-01
nu 2.563694e+00 2.695798e+00 2.838766e+00 3.141810e+00
mu[1] 1.651294e+01 1.651822e+01 1.652352e+01 1.653352e+01
mu[2] 1.685055e+01 1.685642e+01 1.686193e+01 1.687306e+01
mu[3] 1.640622e+01 1.641269e+01 1.641919e+01 1.643198e+01
mu[4] 1.709288e+01 1.709905e+01 1.710512e+01 1.711632e+01
mu[5] 1.714034e+01 1.715306e+01 1.716567e+01 1.718842e+01
mu[6] 1.768768e+01 1.769496e+01 1.770232e+01 1.771619e+01
mu[7] 1.734194e+01 1.735255e+01 1.736312e+01 1.738377e+01
mu[8] 1.762182e+01 1.763629e+01 1.765147e+01 1.767859e+01
mu[9] 1.734699e+01 1.735288e+01 1.735877e+01 1.737016e+01
mu[10] 1.779873e+01 1.780526e+01 1.781172e+01 1.782375e+01
mu[11] 1.800879e+01 1.801529e+01 1.802184e+01 1.803363e+01
mu[12] 1.914049e+01 1.914861e+01 1.915641e+01 1.917085e+01
mu[13] 1.895018e+01 1.895724e+01 1.896406e+01 1.897743e+01
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mu[1337] 9.912656e+00 9.916957e+00 9.921182e+00 9.928999e+00
mu[1338] 9.628056e+00 9.632319e+00 9.636653e+00 9.644817e+00
mu[1339] 9.619753e+00 9.624139e+00 9.628471e+00 9.636781e+00
mu[1340] 9.685723e+00 9.690182e+00 9.694531e+00 9.702732e+00
mu[1341] 9.729279e+00 9.732990e+00 9.736691e+00 9.744021e+00
mu[1342] 9.899847e+00 9.910104e+00 9.919818e+00 9.939222e+00
mu[1343] 9.885303e+00 9.890619e+00 9.896131e+00 9.906024e+00
mu[1344] 9.932099e+00 9.937443e+00 9.942863e+00 9.952524e+00
mu[1345] 9.756468e+00 9.759607e+00 9.762795e+00 9.768840e+00
mu[1346] 9.790741e+00 9.794564e+00 9.798404e+00 9.805977e+00
mu[1347] 9.661631e+00 9.665037e+00 9.668632e+00 9.675176e+00
mu[1348] 9.610480e+00 9.613939e+00 9.617445e+00 9.623828e+00
mu[1349] 9.503354e+00 9.507784e+00 9.511921e+00 9.519914e+00
mu[1350] 9.688483e+00 9.691655e+00 9.694837e+00 9.700948e+00
mu[1351] 9.755234e+00 9.758318e+00 9.761483e+00 9.767479e+00
mu[1352] 9.708124e+00 9.711391e+00 9.714779e+00 9.721197e+00
mu[1353] 9.969806e+00 9.974102e+00 9.978277e+00 9.986146e+00
mu[1354] 9.861618e+00 9.864972e+00 9.868361e+00 9.874438e+00
mu[1355] 9.719562e+00 9.725015e+00 9.730604e+00 9.740729e+00
mu[1356] 9.750800e+00 9.754076e+00 9.757457e+00 9.763878e+00
mu[1357] 9.898951e+00 9.902687e+00 9.906373e+00 9.913328e+00
mu[1358] 9.821525e+00 9.824727e+00 9.828065e+00 9.834154e+00
mu[1359] 9.368787e+00 9.373090e+00 9.377216e+00 9.385737e+00
mu[1360] 9.225966e+00 9.229788e+00 9.233663e+00 9.240602e+00
mu[1361] 8.765682e+00 8.769160e+00 8.772833e+00 8.779778e+00
mu[1362] 8.677009e+00 8.681620e+00 8.686163e+00 8.694536e+00
mu[1363] 8.723005e+00 8.727444e+00 8.731754e+00 8.740045e+00
mu[1364] 8.489941e+00 8.495341e+00 8.500641e+00 8.510451e+00
mu[1365] 8.537197e+00 8.540918e+00 8.544907e+00 8.552402e+00
mu[1366] 8.057633e+00 8.061807e+00 8.066045e+00 8.074120e+00
mu[1367] 8.165843e+00 8.170967e+00 8.176066e+00 8.185623e+00
mu[1368] 7.884762e+00 7.889062e+00 7.893432e+00 7.901742e+00
mu[1369] 7.921821e+00 7.925950e+00 7.930356e+00 7.938657e+00
mu[1370] 7.716289e+00 7.722356e+00 7.727995e+00 7.738810e+00
mu[1371] 7.537269e+00 7.542236e+00 7.547106e+00 7.556386e+00
mu[1372] 8.016002e+00 8.021243e+00 8.026318e+00 8.035884e+00
mu[1373] 8.292528e+00 8.297475e+00 8.302294e+00 8.311451e+00
mu[1374] 7.990023e+00 7.994788e+00 7.999514e+00 8.008624e+00
mu[1375] 7.877995e+00 7.882023e+00 7.886390e+00 7.894566e+00
mu[1376] 7.766662e+00 7.771279e+00 7.775925e+00 7.784938e+00
mu[1377] 7.666435e+00 7.670662e+00 7.675176e+00 7.683552e+00
mu[1378] 7.755490e+00 7.760146e+00 7.764853e+00 7.773776e+00
mu[1379] 7.804803e+00 7.809329e+00 7.813852e+00 7.822459e+00
mu[1380] 7.473237e+00 7.479377e+00 7.485045e+00 7.496002e+00
mu[1381] 7.831308e+00 7.836618e+00 7.841835e+00 7.851545e+00
mu[1382] 8.128688e+00 8.132689e+00 8.137015e+00 8.145126e+00
mu[1383] 8.010072e+00 8.015601e+00 8.021360e+00 8.032204e+00
mu[1384] 8.459701e+00 8.463975e+00 8.468301e+00 8.476009e+00
mu[1385] 8.625559e+00 8.630749e+00 8.635950e+00 8.645431e+00
mu[1386] 8.429512e+00 8.433415e+00 8.437531e+00 8.444947e+00
mu[1387] 8.487391e+00 8.491615e+00 8.495884e+00 8.503619e+00
mu[1388] 8.413268e+00 8.417345e+00 8.421497e+00 8.429560e+00
mu[1389] 8.289063e+00 8.294521e+00 8.299841e+00 8.310549e+00
mu[1390] 8.370096e+00 8.374336e+00 8.378748e+00 8.386894e+00
mu[1391] 8.344783e+00 8.349096e+00 8.353459e+00 8.361396e+00
mu[1392] 8.247534e+00 8.251518e+00 8.255677e+00 8.263590e+00
mu[1393] 8.235758e+00 8.241164e+00 8.246850e+00 8.257647e+00
mu[1394] 8.118586e+00 8.123269e+00 8.127890e+00 8.136597e+00
mu[1395] 7.847026e+00 7.851303e+00 7.855808e+00 7.864442e+00
mu[1396] 8.236796e+00 8.242159e+00 8.247808e+00 8.258610e+00
mu[1397] 8.110073e+00 8.114612e+00 8.119176e+00 8.127672e+00
mu[1398] 8.776912e+00 8.780869e+00 8.784832e+00 8.792164e+00
mu[1399] 9.796460e+00 9.803933e+00 9.811522e+00 9.824947e+00
mu[1400] 9.351170e+00 9.355861e+00 9.360423e+00 9.369257e+00
mu[1401] 9.559655e+00 9.564245e+00 9.568857e+00 9.577561e+00
mu[1402] 9.820910e+00 9.826153e+00 9.831330e+00 9.840542e+00
mu[1403] 9.997294e+00 1.000054e+01 1.000381e+01 1.000997e+01
mu[1404] 9.879364e+00 9.883411e+00 9.887359e+00 9.894918e+00
mu[1405] 9.760798e+00 9.765373e+00 9.770080e+00 9.778682e+00
mu[1406] 9.784784e+00 9.789518e+00 9.793947e+00 9.802291e+00
mu[1407] 9.653207e+00 9.657130e+00 9.660963e+00 9.668226e+00
mu[1408] 9.751284e+00 9.756565e+00 9.761705e+00 9.771174e+00
mu[1409] 1.001554e+01 1.002040e+01 1.002512e+01 1.003408e+01
mu[1410] 9.959691e+00 9.964280e+00 9.968653e+00 9.976941e+00
mu[1411] 1.021270e+01 1.021893e+01 1.022524e+01 1.023625e+01
mu[1412] 1.010832e+01 1.011291e+01 1.011778e+01 1.012692e+01
mu[1413] 1.020892e+01 1.021196e+01 1.021507e+01 1.022085e+01
mu[1414] 1.089157e+01 1.090333e+01 1.091492e+01 1.093655e+01
mu[1415] 1.358479e+01 1.359365e+01 1.360333e+01 1.362013e+01
mu[1416] 1.328109e+01 1.328553e+01 1.328999e+01 1.329852e+01
mu[1417] 1.364617e+01 1.364940e+01 1.365286e+01 1.365901e+01
mu[1418] 1.375704e+01 1.376394e+01 1.377067e+01 1.378315e+01
mu[1419] 1.398665e+01 1.399590e+01 1.400520e+01 1.402296e+01
mu[1420] 1.472894e+01 1.473700e+01 1.474478e+01 1.475907e+01
mu[1421] 1.462351e+01 1.462735e+01 1.463110e+01 1.463816e+01
mu[1422] 1.450336e+01 1.450907e+01 1.451483e+01 1.452508e+01
mu[1423] 1.505594e+01 1.506133e+01 1.506683e+01 1.507717e+01
mu[1424] 1.847422e+01 1.849385e+01 1.851326e+01 1.854844e+01
mu[1425] 1.792985e+01 1.794694e+01 1.796370e+01 1.799726e+01
mu[1426] 1.726813e+01 1.727537e+01 1.728241e+01 1.729509e+01
mu[1427] 1.794186e+01 1.796135e+01 1.798281e+01 1.801976e+01
mu[1428] 1.801883e+01 1.803374e+01 1.804843e+01 1.807789e+01
mu[1429] 1.761982e+01 1.762772e+01 1.763608e+01 1.765118e+01
mu[1430] 1.778704e+01 1.779293e+01 1.779906e+01 1.781038e+01
mu[1431] 1.853773e+01 1.854793e+01 1.855809e+01 1.857698e+01
mu[1432] 1.849834e+01 1.851222e+01 1.852591e+01 1.855156e+01
mu[1433] 1.888488e+01 1.889722e+01 1.890975e+01 1.893432e+01
mu[1434] 1.839401e+01 1.840057e+01 1.840724e+01 1.841957e+01
mu[1435] 1.842755e+01 1.843528e+01 1.844320e+01 1.845767e+01
mu[1436] 1.822262e+01 1.823138e+01 1.824076e+01 1.825771e+01
mu[1437] 1.826004e+01 1.826672e+01 1.827318e+01 1.828589e+01
mu[1438] 1.781993e+01 1.783046e+01 1.784172e+01 1.786231e+01
mu[1439] 1.816947e+01 1.817676e+01 1.818371e+01 1.819664e+01
mu[1440] 1.775712e+01 1.776337e+01 1.776939e+01 1.778098e+01
mu[1441] 1.765269e+01 1.765985e+01 1.766702e+01 1.768139e+01
mu[1442] 1.697199e+01 1.698129e+01 1.699122e+01 1.700963e+01
mu[1443] 1.685343e+01 1.685981e+01 1.686644e+01 1.687840e+01
mu[1444] 1.697324e+01 1.698263e+01 1.699228e+01 1.701080e+01
mu[1445] 1.686102e+01 1.686921e+01 1.687797e+01 1.689381e+01
mu[1446] 1.584915e+01 1.585695e+01 1.586446e+01 1.587924e+01
mu[1447] 1.455005e+01 1.456219e+01 1.457390e+01 1.459724e+01
mu[1448] 1.442792e+01 1.443256e+01 1.443761e+01 1.444740e+01
mu[1449] 1.433295e+01 1.433667e+01 1.434051e+01 1.434770e+01
mu[1450] 1.346805e+01 1.347654e+01 1.348500e+01 1.350076e+01
mu[1451] 1.495308e+01 1.496882e+01 1.498469e+01 1.501388e+01
mu[1452] 1.470512e+01 1.471357e+01 1.472221e+01 1.473858e+01
mu[1453] 1.550288e+01 1.550725e+01 1.551160e+01 1.551964e+01
mu[1454] 1.542257e+01 1.542949e+01 1.543655e+01 1.545020e+01
mu[1455] 1.552286e+01 1.553289e+01 1.554297e+01 1.556149e+01
mu[1456] 1.593770e+01 1.594459e+01 1.595174e+01 1.596469e+01
mu[1457] 1.624150e+01 1.625067e+01 1.626067e+01 1.627783e+01
mu[1458] 1.579789e+01 1.580325e+01 1.580870e+01 1.581882e+01
mu[1459] 1.608631e+01 1.609532e+01 1.610467e+01 1.612112e+01
mu[1460] 1.628138e+01 1.628647e+01 1.629138e+01 1.630112e+01
y_rep[1] 1.642858e+01 1.651615e+01 1.660735e+01 1.692596e+01
y_rep[2] 1.676644e+01 1.685846e+01 1.694800e+01 1.725340e+01
y_rep[3] 1.632850e+01 1.641682e+01 1.650605e+01 1.683071e+01
y_rep[4] 1.701066e+01 1.710004e+01 1.719334e+01 1.749924e+01
y_rep[5] 1.706270e+01 1.715629e+01 1.724788e+01 1.754062e+01
y_rep[6] 1.760201e+01 1.769253e+01 1.778591e+01 1.810851e+01
y_rep[7] 1.726790e+01 1.735734e+01 1.744729e+01 1.776455e+01
y_rep[8] 1.754366e+01 1.763778e+01 1.772687e+01 1.802765e+01
y_rep[9] 1.726431e+01 1.735351e+01 1.744214e+01 1.774457e+01
y_rep[10] 1.771745e+01 1.780643e+01 1.789360e+01 1.821017e+01
y_rep[11] 1.792429e+01 1.801527e+01 1.811099e+01 1.842629e+01
y_rep[12] 1.905962e+01 1.914972e+01 1.923909e+01 1.952754e+01
y_rep[13] 1.887101e+01 1.895714e+01 1.904802e+01 1.938584e+01
y_rep[14] 1.833791e+01 1.842979e+01 1.851910e+01 1.881562e+01
y_rep[15] 1.741724e+01 1.750517e+01 1.759723e+01 1.787822e+01
y_rep[16] 1.679480e+01 1.688979e+01 1.698275e+01 1.730080e+01
y_rep[17] 1.710610e+01 1.719927e+01 1.729056e+01 1.757962e+01
y_rep[18] 1.737632e+01 1.746649e+01 1.755663e+01 1.787882e+01
y_rep[19] 1.710955e+01 1.720134e+01 1.728846e+01 1.758977e+01
y_rep[20] 1.638895e+01 1.648044e+01 1.657554e+01 1.688019e+01
y_rep[21] 1.615254e+01 1.624047e+01 1.633208e+01 1.663739e+01
y_rep[22] 1.629537e+01 1.638854e+01 1.647810e+01 1.680528e+01
y_rep[23] 1.625054e+01 1.634308e+01 1.643648e+01 1.672769e+01
y_rep[24] 1.674790e+01 1.683999e+01 1.692858e+01 1.721562e+01
y_rep[25] 1.684675e+01 1.693495e+01 1.702495e+01 1.734754e+01
y_rep[26] 1.610114e+01 1.619299e+01 1.627836e+01 1.657047e+01
y_rep[27] 1.597212e+01 1.606355e+01 1.615169e+01 1.645518e+01
y_rep[28] 1.575357e+01 1.584239e+01 1.593347e+01 1.624722e+01
y_rep[29] 1.534853e+01 1.543713e+01 1.552496e+01 1.583783e+01
y_rep[30] 1.514596e+01 1.523842e+01 1.532721e+01 1.563604e+01
y_rep[31] 1.522672e+01 1.531826e+01 1.540790e+01 1.571943e+01
y_rep[32] 1.458577e+01 1.468110e+01 1.477021e+01 1.507281e+01
y_rep[33] 1.405974e+01 1.415096e+01 1.424044e+01 1.454706e+01
y_rep[34] 1.384450e+01 1.393365e+01 1.402259e+01 1.432599e+01
y_rep[35] 1.312862e+01 1.322335e+01 1.331606e+01 1.359758e+01
y_rep[36] 1.308335e+01 1.317211e+01 1.326312e+01 1.356277e+01
y_rep[37] 1.352266e+01 1.361567e+01 1.370157e+01 1.399512e+01
y_rep[38] 1.472289e+01 1.480976e+01 1.489977e+01 1.519118e+01
y_rep[39] 1.513242e+01 1.522116e+01 1.531196e+01 1.560958e+01
y_rep[40] 1.470251e+01 1.479255e+01 1.488371e+01 1.521280e+01
y_rep[41] 1.459755e+01 1.468631e+01 1.477619e+01 1.507934e+01
y_rep[42] 1.480311e+01 1.489684e+01 1.498875e+01 1.530275e+01
y_rep[43] 1.466449e+01 1.475593e+01 1.484721e+01 1.515257e+01
y_rep[44] 1.513562e+01 1.522294e+01 1.531421e+01 1.559756e+01
y_rep[45] 1.454229e+01 1.463095e+01 1.472219e+01 1.502394e+01
y_rep[46] 1.367953e+01 1.377193e+01 1.386230e+01 1.416339e+01
y_rep[47] 1.351655e+01 1.360627e+01 1.369647e+01 1.398351e+01
y_rep[48] 1.371690e+01 1.380367e+01 1.389168e+01 1.420439e+01
y_rep[49] 1.441001e+01 1.449840e+01 1.458941e+01 1.489201e+01
y_rep[50] 1.484267e+01 1.493723e+01 1.502720e+01 1.535007e+01
y_rep[51] 1.492146e+01 1.501265e+01 1.510397e+01 1.539209e+01
y_rep[52] 1.430904e+01 1.440210e+01 1.449370e+01 1.479870e+01
y_rep[53] 1.415114e+01 1.423875e+01 1.433371e+01 1.461729e+01
y_rep[54] 1.423391e+01 1.432410e+01 1.441302e+01 1.471228e+01
y_rep[55] 1.415212e+01 1.424094e+01 1.433096e+01 1.464641e+01
y_rep[56] 1.423274e+01 1.432439e+01 1.441386e+01 1.473983e+01
y_rep[57] 1.441559e+01 1.450270e+01 1.459392e+01 1.487808e+01
y_rep[58] 1.462172e+01 1.471305e+01 1.480364e+01 1.509824e+01
y_rep[59] 1.403183e+01 1.412151e+01 1.420790e+01 1.451207e+01
y_rep[60] 1.386024e+01 1.394851e+01 1.403789e+01 1.437879e+01
y_rep[61] 1.298886e+01 1.308126e+01 1.317459e+01 1.349723e+01
y_rep[62] 1.294639e+01 1.303677e+01 1.312577e+01 1.340799e+01
y_rep[63] 1.407421e+01 1.416508e+01 1.425324e+01 1.455658e+01
y_rep[64] 1.389187e+01 1.397915e+01 1.406827e+01 1.436104e+01
y_rep[65] 1.348744e+01 1.357690e+01 1.366853e+01 1.395329e+01
y_rep[66] 1.319613e+01 1.328623e+01 1.337150e+01 1.366586e+01
y_rep[67] 1.329954e+01 1.338921e+01 1.347753e+01 1.378967e+01
y_rep[68] 1.346904e+01 1.355965e+01 1.365253e+01 1.396064e+01
y_rep[69] 1.378179e+01 1.387143e+01 1.396365e+01 1.425839e+01
y_rep[70] 1.394005e+01 1.403133e+01 1.411781e+01 1.441924e+01
y_rep[71] 1.372673e+01 1.381656e+01 1.390810e+01 1.422486e+01
y_rep[72] 1.280471e+01 1.289495e+01 1.298984e+01 1.330979e+01
y_rep[73] 1.225755e+01 1.234585e+01 1.243525e+01 1.272938e+01
y_rep[74] 1.217309e+01 1.226343e+01 1.235399e+01 1.266063e+01
y_rep[75] 1.210131e+01 1.219290e+01 1.227957e+01 1.257031e+01
y_rep[76] 1.283952e+01 1.292790e+01 1.301770e+01 1.332504e+01
y_rep[77] 1.286418e+01 1.295492e+01 1.304432e+01 1.333888e+01
y_rep[78] 1.276873e+01 1.285788e+01 1.295179e+01 1.323637e+01
y_rep[79] 1.230935e+01 1.240332e+01 1.248984e+01 1.278937e+01
y_rep[80] 1.229323e+01 1.238251e+01 1.247305e+01 1.276630e+01
y_rep[81] 1.224804e+01 1.234068e+01 1.243066e+01 1.271633e+01
y_rep[82] 1.240902e+01 1.249646e+01 1.258682e+01 1.289406e+01
y_rep[83] 1.260347e+01 1.269107e+01 1.278584e+01 1.308768e+01
y_rep[84] 1.286066e+01 1.295132e+01 1.304103e+01 1.331031e+01
y_rep[85] 1.252040e+01 1.261161e+01 1.270092e+01 1.300467e+01
y_rep[86] 1.201325e+01 1.209678e+01 1.218561e+01 1.248698e+01
y_rep[87] 1.274380e+01 1.283879e+01 1.293104e+01 1.324574e+01
y_rep[88] 1.302953e+01 1.312138e+01 1.320997e+01 1.349871e+01
y_rep[89] 1.298848e+01 1.307801e+01 1.316717e+01 1.344904e+01
y_rep[90] 1.370357e+01 1.379670e+01 1.388378e+01 1.418931e+01
y_rep[91] 1.371709e+01 1.380594e+01 1.389483e+01 1.419570e+01
y_rep[92] 1.336872e+01 1.345840e+01 1.354855e+01 1.384254e+01
y_rep[93] 1.305200e+01 1.314162e+01 1.323274e+01 1.352192e+01
y_rep[94] 1.329139e+01 1.337875e+01 1.347268e+01 1.376713e+01
y_rep[95] 1.329416e+01 1.338662e+01 1.347759e+01 1.377650e+01
y_rep[96] 1.350549e+01 1.359428e+01 1.368247e+01 1.398186e+01
y_rep[97] 1.365527e+01 1.374380e+01 1.383479e+01 1.412333e+01
y_rep[98] 1.340207e+01 1.349239e+01 1.358197e+01 1.388656e+01
y_rep[99] 1.293755e+01 1.302981e+01 1.312310e+01 1.339934e+01
y_rep[100] 1.271947e+01 1.280579e+01 1.289814e+01 1.321649e+01
y_rep[101] 1.269495e+01 1.278378e+01 1.287268e+01 1.317954e+01
y_rep[102] 1.309653e+01 1.318802e+01 1.327927e+01 1.357879e+01
y_rep[103] 1.405621e+01 1.414369e+01 1.422886e+01 1.451639e+01
y_rep[104] 1.360786e+01 1.369942e+01 1.378922e+01 1.409523e+01
y_rep[105] 1.337737e+01 1.346619e+01 1.355835e+01 1.388001e+01
y_rep[106] 1.328161e+01 1.336953e+01 1.345592e+01 1.377630e+01
y_rep[107] 1.279441e+01 1.288265e+01 1.297190e+01 1.328123e+01
y_rep[108] 1.285353e+01 1.294491e+01 1.303803e+01 1.335119e+01
y_rep[109] 1.338855e+01 1.347855e+01 1.356736e+01 1.388638e+01
y_rep[110] 1.332381e+01 1.341077e+01 1.350318e+01 1.381623e+01
y_rep[111] 1.276760e+01 1.285835e+01 1.294916e+01 1.325529e+01
y_rep[112] 1.270098e+01 1.279247e+01 1.288628e+01 1.318514e+01
y_rep[113] 1.178605e+01 1.187384e+01 1.196424e+01 1.225817e+01
y_rep[114] 1.129260e+01 1.138538e+01 1.147566e+01 1.180971e+01
y_rep[115] 1.147990e+01 1.157053e+01 1.166311e+01 1.197762e+01
y_rep[116] 1.200726e+01 1.209683e+01 1.218271e+01 1.247608e+01
y_rep[117] 1.199332e+01 1.208501e+01 1.217681e+01 1.248481e+01
y_rep[118] 1.157823e+01 1.166882e+01 1.175921e+01 1.205416e+01
y_rep[119] 1.145423e+01 1.154773e+01 1.163675e+01 1.193397e+01
y_rep[120] 1.110059e+01 1.119404e+01 1.128229e+01 1.158039e+01
y_rep[121] 1.108107e+01 1.117300e+01 1.126294e+01 1.155355e+01
y_rep[122] 1.152960e+01 1.161859e+01 1.171405e+01 1.202768e+01
y_rep[123] 1.189046e+01 1.198072e+01 1.207173e+01 1.236258e+01
y_rep[124] 1.199241e+01 1.208234e+01 1.217354e+01 1.247073e+01
y_rep[125] 1.187958e+01 1.197274e+01 1.206395e+01 1.238951e+01
y_rep[126] 1.138410e+01 1.147323e+01 1.156385e+01 1.184800e+01
y_rep[127] 1.102010e+01 1.110807e+01 1.120112e+01 1.150834e+01
y_rep[128] 1.114534e+01 1.123327e+01 1.132630e+01 1.164926e+01
y_rep[129] 1.120640e+01 1.129055e+01 1.138363e+01 1.167601e+01
y_rep[130] 1.138242e+01 1.147357e+01 1.156274e+01 1.187511e+01
y_rep[131] 1.135289e+01 1.143893e+01 1.152909e+01 1.183164e+01
y_rep[132] 1.076862e+01 1.085924e+01 1.095301e+01 1.126791e+01
y_rep[133] 1.047166e+01 1.056569e+01 1.065794e+01 1.097285e+01
y_rep[134] 1.060346e+01 1.069470e+01 1.078285e+01 1.109139e+01
y_rep[135] 1.081679e+01 1.090760e+01 1.099480e+01 1.129342e+01
y_rep[136] 1.068925e+01 1.078045e+01 1.086947e+01 1.116388e+01
y_rep[137] 1.144872e+01 1.153984e+01 1.162847e+01 1.192524e+01
y_rep[138] 1.141895e+01 1.150967e+01 1.160396e+01 1.191583e+01
y_rep[139] 1.098906e+01 1.107806e+01 1.116797e+01 1.147539e+01
y_rep[140] 1.072499e+01 1.081647e+01 1.090849e+01 1.119143e+01
y_rep[141] 1.155973e+01 1.164965e+01 1.174021e+01 1.201232e+01
y_rep[142] 1.115020e+01 1.124610e+01 1.133705e+01 1.165061e+01
y_rep[143] 1.126664e+01 1.135779e+01 1.144486e+01 1.175124e+01
y_rep[144] 1.120216e+01 1.129410e+01 1.138775e+01 1.169779e+01
y_rep[145] 1.044035e+01 1.053015e+01 1.062239e+01 1.093504e+01
y_rep[146] 1.015840e+01 1.024747e+01 1.033507e+01 1.065290e+01
y_rep[147] 1.019000e+01 1.027599e+01 1.036604e+01 1.066858e+01
y_rep[148] 1.055520e+01 1.064785e+01 1.074087e+01 1.105032e+01
y_rep[149] 1.049152e+01 1.058030e+01 1.067137e+01 1.098809e+01
y_rep[150] 1.075571e+01 1.085091e+01 1.093916e+01 1.125206e+01
y_rep[151] 1.061671e+01 1.070864e+01 1.079771e+01 1.110766e+01
y_rep[152] 1.057172e+01 1.066052e+01 1.075131e+01 1.106632e+01
y_rep[153] 1.010500e+01 1.019396e+01 1.028147e+01 1.059992e+01
y_rep[154] 9.938606e+00 1.002834e+01 1.011632e+01 1.041545e+01
y_rep[155] 1.010524e+01 1.019786e+01 1.028514e+01 1.056266e+01
y_rep[156] 1.081275e+01 1.090164e+01 1.099806e+01 1.133246e+01
y_rep[157] 1.109544e+01 1.118637e+01 1.127684e+01 1.158785e+01
y_rep[158] 1.123243e+01 1.131925e+01 1.141484e+01 1.172198e+01
y_rep[159] 1.109121e+01 1.118107e+01 1.127141e+01 1.157491e+01
y_rep[160] 1.036685e+01 1.045377e+01 1.054607e+01 1.087811e+01
y_rep[161] 1.019010e+01 1.027846e+01 1.036572e+01 1.065865e+01
y_rep[162] 1.068784e+01 1.077718e+01 1.086804e+01 1.118537e+01
y_rep[163] 1.080960e+01 1.090211e+01 1.099371e+01 1.129741e+01
y_rep[164] 1.075098e+01 1.084180e+01 1.093060e+01 1.120831e+01
y_rep[165] 1.071138e+01 1.079947e+01 1.089103e+01 1.118047e+01
y_rep[166] 1.083195e+01 1.092145e+01 1.101281e+01 1.130278e+01
y_rep[167] 1.063095e+01 1.072516e+01 1.081803e+01 1.112541e+01
y_rep[168] 1.053039e+01 1.062146e+01 1.071267e+01 1.101241e+01
y_rep[169] 1.319695e+01 1.329438e+01 1.338639e+01 1.368501e+01
y_rep[170] 1.737209e+01 1.748165e+01 1.759560e+01 1.789928e+01
y_rep[171] 1.639799e+01 1.648637e+01 1.658347e+01 1.689148e+01
y_rep[172] 1.657366e+01 1.666364e+01 1.675142e+01 1.705031e+01
y_rep[173] 1.683965e+01 1.692861e+01 1.701733e+01 1.733288e+01
y_rep[174] 1.690154e+01 1.699169e+01 1.708572e+01 1.740670e+01
y_rep[175] 1.749367e+01 1.758710e+01 1.767701e+01 1.799978e+01
y_rep[176] 1.778410e+01 1.787342e+01 1.796253e+01 1.824424e+01
y_rep[177] 1.713944e+01 1.722955e+01 1.732104e+01 1.762229e+01
y_rep[178] 1.730946e+01 1.740067e+01 1.749109e+01 1.779439e+01
y_rep[179] 1.752157e+01 1.761596e+01 1.770858e+01 1.802063e+01
y_rep[180] 1.728138e+01 1.737346e+01 1.746107e+01 1.773745e+01
y_rep[181] 1.711003e+01 1.719793e+01 1.729116e+01 1.759737e+01
y_rep[182] 1.715926e+01 1.725040e+01 1.734006e+01 1.763612e+01
y_rep[183] 1.679012e+01 1.688381e+01 1.697103e+01 1.726653e+01
y_rep[184] 1.724031e+01 1.733044e+01 1.742031e+01 1.774021e+01
y_rep[185] 1.742800e+01 1.751977e+01 1.760891e+01 1.792650e+01
y_rep[186] 1.701081e+01 1.710052e+01 1.719450e+01 1.748177e+01
y_rep[187] 1.703352e+01 1.712020e+01 1.720980e+01 1.750994e+01
y_rep[188] 1.700538e+01 1.709711e+01 1.718678e+01 1.749055e+01
y_rep[189] 1.745353e+01 1.754227e+01 1.763452e+01 1.794211e+01
y_rep[190] 1.758143e+01 1.767504e+01 1.776385e+01 1.807957e+01
y_rep[191] 1.861687e+01 1.871139e+01 1.880370e+01 1.910900e+01
y_rep[192] 1.715694e+01 1.725667e+01 1.735728e+01 1.767356e+01
y_rep[193] 1.423787e+01 1.432972e+01 1.442105e+01 1.472694e+01
y_rep[194] 1.411431e+01 1.420215e+01 1.429653e+01 1.460484e+01
y_rep[195] 1.372814e+01 1.381816e+01 1.391037e+01 1.421791e+01
y_rep[196] 1.303612e+01 1.312417e+01 1.321843e+01 1.351475e+01
y_rep[197] 1.282129e+01 1.291245e+01 1.300276e+01 1.330782e+01
y_rep[198] 1.312978e+01 1.321679e+01 1.330808e+01 1.361434e+01
y_rep[199] 1.385954e+01 1.394947e+01 1.403685e+01 1.435851e+01
y_rep[200] 1.382391e+01 1.391702e+01 1.400712e+01 1.431282e+01
y_rep[201] 1.354261e+01 1.363502e+01 1.372117e+01 1.402255e+01
y_rep[202] 1.307170e+01 1.316345e+01 1.325747e+01 1.353706e+01
y_rep[203] 1.295000e+01 1.304300e+01 1.313339e+01 1.345344e+01
y_rep[204] 1.432033e+01 1.441132e+01 1.450418e+01 1.480177e+01
y_rep[205] 1.545070e+01 1.553844e+01 1.563161e+01 1.592933e+01
y_rep[206] 1.537878e+01 1.546881e+01 1.555510e+01 1.586944e+01
y_rep[207] 1.505130e+01 1.514279e+01 1.523164e+01 1.555127e+01
y_rep[208] 1.508632e+01 1.517477e+01 1.526554e+01 1.556880e+01
y_rep[209] 1.465111e+01 1.474252e+01 1.483322e+01 1.513801e+01
y_rep[210] 1.470415e+01 1.479131e+01 1.488295e+01 1.519461e+01
y_rep[211] 1.473881e+01 1.483408e+01 1.492519e+01 1.522126e+01
y_rep[212] 1.484603e+01 1.493796e+01 1.502955e+01 1.533290e+01
y_rep[213] 1.436860e+01 1.445818e+01 1.455043e+01 1.486360e+01
y_rep[214] 1.397883e+01 1.406714e+01 1.415795e+01 1.444694e+01
y_rep[215] 1.354970e+01 1.363953e+01 1.373017e+01 1.403790e+01
y_rep[216] 1.335314e+01 1.343971e+01 1.353323e+01 1.384173e+01
y_rep[217] 1.345904e+01 1.355047e+01 1.364131e+01 1.394052e+01
y_rep[218] 1.399393e+01 1.408309e+01 1.417330e+01 1.450376e+01
y_rep[219] 1.426954e+01 1.435804e+01 1.445032e+01 1.475857e+01
y_rep[220] 1.409967e+01 1.419166e+01 1.428248e+01 1.458280e+01
y_rep[221] 1.366170e+01 1.375037e+01 1.384164e+01 1.416147e+01
y_rep[222] 1.305159e+01 1.314191e+01 1.323392e+01 1.353266e+01
y_rep[223] 1.307364e+01 1.316507e+01 1.325558e+01 1.356043e+01
y_rep[224] 1.307697e+01 1.316763e+01 1.326047e+01 1.355725e+01
y_rep[225] 1.352314e+01 1.361352e+01 1.370293e+01 1.398947e+01
y_rep[226] 1.319987e+01 1.328502e+01 1.337616e+01 1.368278e+01
y_rep[227] 1.262436e+01 1.271572e+01 1.280525e+01 1.311790e+01
y_rep[228] 1.185370e+01 1.194040e+01 1.203523e+01 1.232685e+01
y_rep[229] 1.163707e+01 1.172346e+01 1.181392e+01 1.211764e+01
y_rep[230] 1.141359e+01 1.150369e+01 1.159506e+01 1.190700e+01
y_rep[231] 1.155346e+01 1.164425e+01 1.173677e+01 1.202175e+01
y_rep[232] 1.251798e+01 1.261256e+01 1.270374e+01 1.303929e+01
y_rep[233] 1.251380e+01 1.260496e+01 1.269732e+01 1.299956e+01
y_rep[234] 1.205039e+01 1.214207e+01 1.223147e+01 1.252074e+01
y_rep[235] 1.227571e+01 1.236065e+01 1.245137e+01 1.276497e+01
y_rep[236] 1.251343e+01 1.259936e+01 1.269253e+01 1.299722e+01
y_rep[237] 1.256032e+01 1.265165e+01 1.274138e+01 1.305781e+01
y_rep[238] 1.252434e+01 1.260983e+01 1.270497e+01 1.301798e+01
y_rep[239] 1.338978e+01 1.347621e+01 1.356463e+01 1.388507e+01
y_rep[240] 1.395308e+01 1.404250e+01 1.413455e+01 1.443791e+01
y_rep[241] 1.342768e+01 1.352041e+01 1.361009e+01 1.390744e+01
y_rep[242] 1.336243e+01 1.345348e+01 1.354289e+01 1.384917e+01
y_rep[243] 1.342951e+01 1.352178e+01 1.360971e+01 1.391892e+01
y_rep[244] 1.346674e+01 1.355791e+01 1.364615e+01 1.395386e+01
y_rep[245] 1.376441e+01 1.385784e+01 1.394479e+01 1.423902e+01
y_rep[246] 1.435889e+01 1.445065e+01 1.453831e+01 1.483735e+01
y_rep[247] 1.396919e+01 1.406476e+01 1.415290e+01 1.445110e+01
y_rep[248] 1.360313e+01 1.369152e+01 1.378169e+01 1.411312e+01
y_rep[249] 1.374612e+01 1.383202e+01 1.392233e+01 1.420679e+01
y_rep[250] 1.344282e+01 1.353309e+01 1.362344e+01 1.390593e+01
y_rep[251] 1.406305e+01 1.415126e+01 1.423882e+01 1.453031e+01
y_rep[252] 1.445030e+01 1.454105e+01 1.463057e+01 1.492314e+01
y_rep[253] 1.446928e+01 1.455894e+01 1.465036e+01 1.495810e+01
y_rep[254] 1.405926e+01 1.414904e+01 1.423829e+01 1.453893e+01
y_rep[255] 1.364861e+01 1.373885e+01 1.383110e+01 1.412573e+01
y_rep[256] 1.361392e+01 1.370194e+01 1.379421e+01 1.410523e+01
y_rep[257] 1.385758e+01 1.394584e+01 1.403679e+01 1.435354e+01
y_rep[258] 1.384093e+01 1.393562e+01 1.402741e+01 1.433062e+01
y_rep[259] 1.352597e+01 1.361797e+01 1.370967e+01 1.401554e+01
y_rep[260] 1.350659e+01 1.359804e+01 1.368670e+01 1.400230e+01
y_rep[261] 1.342758e+01 1.351659e+01 1.360465e+01 1.391912e+01
y_rep[262] 1.232099e+01 1.241363e+01 1.250305e+01 1.281683e+01
y_rep[263] 1.203803e+01 1.212737e+01 1.221332e+01 1.249403e+01
y_rep[264] 1.227274e+01 1.236667e+01 1.245739e+01 1.277212e+01
y_rep[265] 1.236273e+01 1.245428e+01 1.254681e+01 1.285404e+01
y_rep[266] 1.334494e+01 1.343524e+01 1.352571e+01 1.384418e+01
y_rep[267] 1.307716e+01 1.316815e+01 1.326049e+01 1.355689e+01
y_rep[268] 1.261736e+01 1.271179e+01 1.280345e+01 1.310148e+01
y_rep[269] 1.249224e+01 1.258173e+01 1.266753e+01 1.297730e+01
y_rep[270] 1.294464e+01 1.303637e+01 1.312697e+01 1.341067e+01
y_rep[271] 1.344374e+01 1.353691e+01 1.362806e+01 1.393067e+01
y_rep[272] 1.366792e+01 1.375618e+01 1.384650e+01 1.416590e+01
y_rep[273] 1.347131e+01 1.356349e+01 1.365665e+01 1.397927e+01
y_rep[274] 1.337784e+01 1.347350e+01 1.356397e+01 1.386080e+01
y_rep[275] 1.272998e+01 1.281641e+01 1.290537e+01 1.322040e+01
y_rep[276] 1.256877e+01 1.265935e+01 1.275140e+01 1.305224e+01
y_rep[277] 1.261302e+01 1.270225e+01 1.279375e+01 1.308162e+01
y_rep[278] 1.277152e+01 1.286604e+01 1.295921e+01 1.326787e+01
y_rep[279] 1.276040e+01 1.285090e+01 1.294096e+01 1.324635e+01
y_rep[280] 1.281960e+01 1.291575e+01 1.300612e+01 1.327937e+01
y_rep[281] 1.271815e+01 1.280739e+01 1.289412e+01 1.318185e+01
y_rep[282] 1.253486e+01 1.262682e+01 1.271888e+01 1.303651e+01
y_rep[283] 1.315146e+01 1.324067e+01 1.333167e+01 1.365538e+01
y_rep[284] 1.298523e+01 1.307725e+01 1.316671e+01 1.346656e+01
y_rep[285] 1.349390e+01 1.358295e+01 1.367203e+01 1.395735e+01
y_rep[286] 1.359597e+01 1.368449e+01 1.377314e+01 1.408224e+01
y_rep[287] 1.339831e+01 1.348633e+01 1.357769e+01 1.389175e+01
y_rep[288] 1.311965e+01 1.320700e+01 1.330001e+01 1.360457e+01
y_rep[289] 1.273377e+01 1.282525e+01 1.291147e+01 1.322999e+01
y_rep[290] 1.264163e+01 1.273071e+01 1.282444e+01 1.313746e+01
y_rep[291] 1.281017e+01 1.289978e+01 1.298724e+01 1.329288e+01
y_rep[292] 1.296531e+01 1.305539e+01 1.315057e+01 1.342247e+01
y_rep[293] 1.271450e+01 1.280623e+01 1.289769e+01 1.319707e+01
y_rep[294] 1.254842e+01 1.263528e+01 1.272831e+01 1.301490e+01
y_rep[295] 1.285743e+01 1.294712e+01 1.303796e+01 1.332908e+01
y_rep[296] 1.338354e+01 1.347260e+01 1.356332e+01 1.385471e+01
y_rep[297] 1.308045e+01 1.317059e+01 1.326258e+01 1.357106e+01
y_rep[298] 1.443410e+01 1.452166e+01 1.461152e+01 1.489772e+01
y_rep[299] 1.455728e+01 1.464689e+01 1.473551e+01 1.503845e+01
y_rep[300] 1.484522e+01 1.493780e+01 1.502453e+01 1.533451e+01
y_rep[301] 1.479414e+01 1.488523e+01 1.497334e+01 1.525884e+01
y_rep[302] 1.479044e+01 1.488088e+01 1.497781e+01 1.529365e+01
y_rep[303] 1.468769e+01 1.477984e+01 1.487241e+01 1.517526e+01
y_rep[304] 1.479384e+01 1.488247e+01 1.497088e+01 1.528696e+01
y_rep[305] 1.476725e+01 1.485964e+01 1.494902e+01 1.527690e+01
y_rep[306] 1.452579e+01 1.461584e+01 1.470995e+01 1.503276e+01
y_rep[307] 1.455060e+01 1.463645e+01 1.473138e+01 1.502337e+01
y_rep[308] 1.452764e+01 1.461707e+01 1.470723e+01 1.502185e+01
y_rep[309] 1.546752e+01 1.555757e+01 1.564741e+01 1.595741e+01
y_rep[310] 1.592260e+01 1.601267e+01 1.610310e+01 1.640124e+01
y_rep[311] 1.567367e+01 1.576364e+01 1.585303e+01 1.614236e+01
y_rep[312] 1.561255e+01 1.570396e+01 1.579585e+01 1.609348e+01
y_rep[313] 1.577464e+01 1.586282e+01 1.595296e+01 1.628291e+01
y_rep[314] 1.559781e+01 1.568567e+01 1.577795e+01 1.608076e+01
y_rep[315] 1.526069e+01 1.535210e+01 1.544068e+01 1.575192e+01
y_rep[316] 1.513055e+01 1.522200e+01 1.530704e+01 1.561595e+01
y_rep[317] 1.481853e+01 1.490738e+01 1.499385e+01 1.528189e+01
y_rep[318] 1.462495e+01 1.471356e+01 1.480237e+01 1.507516e+01
y_rep[319] 1.472476e+01 1.481569e+01 1.490297e+01 1.521995e+01
y_rep[320] 1.397950e+01 1.407103e+01 1.415858e+01 1.442834e+01
y_rep[321] 1.305230e+01 1.314385e+01 1.323641e+01 1.355921e+01
y_rep[322] 1.299347e+01 1.308322e+01 1.317329e+01 1.346745e+01
y_rep[323] 1.249929e+01 1.258756e+01 1.267675e+01 1.297186e+01
y_rep[324] 1.272976e+01 1.282394e+01 1.291365e+01 1.322882e+01
y_rep[325] 1.304131e+01 1.313262e+01 1.322275e+01 1.352925e+01
y_rep[326] 1.315592e+01 1.324440e+01 1.333676e+01 1.362860e+01
y_rep[327] 1.348432e+01 1.357150e+01 1.366043e+01 1.396604e+01
y_rep[328] 1.340617e+01 1.349497e+01 1.358359e+01 1.388198e+01
y_rep[329] 1.343083e+01 1.351871e+01 1.360569e+01 1.390526e+01
y_rep[330] 1.345623e+01 1.354725e+01 1.363602e+01 1.395833e+01
y_rep[331] 1.348786e+01 1.357874e+01 1.367165e+01 1.396890e+01
y_rep[332] 1.280430e+01 1.289746e+01 1.298641e+01 1.329329e+01
y_rep[333] 1.337752e+01 1.346939e+01 1.356340e+01 1.387083e+01
y_rep[334] 1.352620e+01 1.361608e+01 1.370526e+01 1.400451e+01
y_rep[335] 1.332029e+01 1.340772e+01 1.349606e+01 1.380508e+01
y_rep[336] 1.311596e+01 1.320668e+01 1.329940e+01 1.361192e+01
y_rep[337] 1.308716e+01 1.317843e+01 1.326695e+01 1.357820e+01
y_rep[338] 1.360785e+01 1.369667e+01 1.378517e+01 1.409190e+01
y_rep[339] 1.379133e+01 1.387922e+01 1.396827e+01 1.427377e+01
y_rep[340] 1.406648e+01 1.415412e+01 1.424453e+01 1.456160e+01
y_rep[341] 1.373106e+01 1.381802e+01 1.390659e+01 1.418658e+01
y_rep[342] 1.385481e+01 1.394854e+01 1.404096e+01 1.434070e+01
y_rep[343] 1.413307e+01 1.422238e+01 1.430993e+01 1.458661e+01
y_rep[344] 1.394560e+01 1.403321e+01 1.412534e+01 1.444318e+01
y_rep[345] 1.416498e+01 1.425409e+01 1.434687e+01 1.464823e+01
y_rep[346] 1.443051e+01 1.452165e+01 1.461302e+01 1.491355e+01
y_rep[347] 1.397227e+01 1.406001e+01 1.414839e+01 1.443623e+01
y_rep[348] 1.390316e+01 1.399393e+01 1.408656e+01 1.442778e+01
y_rep[349] 1.371708e+01 1.380968e+01 1.390298e+01 1.418881e+01
y_rep[350] 1.379935e+01 1.389174e+01 1.398437e+01 1.428205e+01
y_rep[351] 1.389389e+01 1.398724e+01 1.407595e+01 1.438329e+01
y_rep[352] 1.436269e+01 1.445062e+01 1.453960e+01 1.485336e+01
y_rep[353] 1.438722e+01 1.447582e+01 1.456574e+01 1.485641e+01
y_rep[354] 1.523697e+01 1.532603e+01 1.541273e+01 1.570526e+01
y_rep[355] 1.525952e+01 1.535295e+01 1.544190e+01 1.574858e+01
y_rep[356] 1.530586e+01 1.539966e+01 1.548715e+01 1.580041e+01
y_rep[357] 1.725302e+01 1.734423e+01 1.744128e+01 1.776409e+01
y_rep[358] 1.897575e+01 1.906565e+01 1.915603e+01 1.944578e+01
y_rep[359] 1.811750e+01 1.820727e+01 1.829789e+01 1.860453e+01
y_rep[360] 1.894806e+01 1.903756e+01 1.912700e+01 1.945199e+01
y_rep[361] 1.887901e+01 1.897202e+01 1.906157e+01 1.935904e+01
y_rep[362] 1.899978e+01 1.909241e+01 1.918080e+01 1.948910e+01
y_rep[363] 1.998871e+01 2.008016e+01 2.017065e+01 2.047067e+01
y_rep[364] 2.037913e+01 2.046894e+01 2.056283e+01 2.086950e+01
y_rep[365] 1.998785e+01 2.008095e+01 2.017079e+01 2.047359e+01
y_rep[366] 2.021744e+01 2.030735e+01 2.039505e+01 2.069232e+01
y_rep[367] 2.095864e+01 2.105220e+01 2.113799e+01 2.141859e+01
y_rep[368] 2.084993e+01 2.094335e+01 2.103352e+01 2.129489e+01
y_rep[369] 2.133551e+01 2.142540e+01 2.151830e+01 2.181030e+01
y_rep[370] 2.172038e+01 2.180978e+01 2.190126e+01 2.220381e+01
y_rep[371] 2.127809e+01 2.136751e+01 2.145801e+01 2.175890e+01
y_rep[372] 2.186421e+01 2.195491e+01 2.204488e+01 2.234055e+01
y_rep[373] 2.209379e+01 2.218641e+01 2.227611e+01 2.256800e+01
y_rep[374] 2.183295e+01 2.192134e+01 2.201186e+01 2.232544e+01
y_rep[375] 2.186466e+01 2.195679e+01 2.204865e+01 2.236789e+01
y_rep[376] 2.196998e+01 2.205885e+01 2.215156e+01 2.245410e+01
y_rep[377] 2.185352e+01 2.194603e+01 2.203490e+01 2.233283e+01
y_rep[378] 2.180550e+01 2.189632e+01 2.198526e+01 2.230544e+01
y_rep[379] 2.148208e+01 2.157717e+01 2.166602e+01 2.196641e+01
y_rep[380] 1.944720e+01 1.954560e+01 1.963810e+01 1.992859e+01
y_rep[381] 1.986625e+01 1.995725e+01 2.005123e+01 2.035847e+01
y_rep[382] 2.057290e+01 2.066638e+01 2.075493e+01 2.105318e+01
y_rep[383] 2.021907e+01 2.031155e+01 2.040090e+01 2.072143e+01
y_rep[384] 1.990870e+01 1.999820e+01 2.009223e+01 2.038417e+01
y_rep[385] 1.970842e+01 1.979547e+01 1.988846e+01 2.016401e+01
y_rep[386] 1.926408e+01 1.935732e+01 1.944813e+01 1.974637e+01
y_rep[387] 1.976031e+01 1.985146e+01 1.994085e+01 2.025064e+01
y_rep[388] 2.024817e+01 2.034309e+01 2.043511e+01 2.074218e+01
y_rep[389] 1.993034e+01 2.001940e+01 2.011193e+01 2.038989e+01
y_rep[390] 1.938028e+01 1.946989e+01 1.955938e+01 1.986588e+01
y_rep[391] 1.919581e+01 1.928528e+01 1.937491e+01 1.966374e+01
y_rep[392] 1.851091e+01 1.860085e+01 1.869170e+01 1.901476e+01
y_rep[393] 1.883282e+01 1.892528e+01 1.901387e+01 1.932288e+01
y_rep[394] 1.885196e+01 1.894503e+01 1.903185e+01 1.933712e+01
y_rep[395] 1.849320e+01 1.858640e+01 1.867698e+01 1.898473e+01
y_rep[396] 1.801065e+01 1.810034e+01 1.819253e+01 1.849321e+01
y_rep[397] 1.794030e+01 1.802991e+01 1.812696e+01 1.845272e+01
y_rep[398] 1.794260e+01 1.803253e+01 1.812429e+01 1.840666e+01
y_rep[399] 1.780971e+01 1.790427e+01 1.799303e+01 1.831009e+01
y_rep[400] 1.741404e+01 1.750269e+01 1.759472e+01 1.790910e+01
y_rep[401] 1.760213e+01 1.769106e+01 1.777966e+01 1.807693e+01
y_rep[402] 1.748109e+01 1.757427e+01 1.766571e+01 1.796136e+01
y_rep[403] 1.718083e+01 1.727218e+01 1.736302e+01 1.765833e+01
y_rep[404] 1.665917e+01 1.675076e+01 1.684255e+01 1.714708e+01
y_rep[405] 1.587181e+01 1.595736e+01 1.604656e+01 1.635369e+01
y_rep[406] 1.599127e+01 1.608607e+01 1.617840e+01 1.647305e+01
y_rep[407] 1.630440e+01 1.639471e+01 1.649029e+01 1.679395e+01
y_rep[408] 1.612585e+01 1.621539e+01 1.630498e+01 1.657852e+01
y_rep[409] 1.585935e+01 1.595074e+01 1.603919e+01 1.635355e+01
y_rep[410] 1.528305e+01 1.537431e+01 1.546368e+01 1.577018e+01
y_rep[411] 1.506218e+01 1.515333e+01 1.524637e+01 1.555937e+01
y_rep[412] 1.523175e+01 1.532233e+01 1.541289e+01 1.571436e+01
y_rep[413] 1.523514e+01 1.532299e+01 1.541344e+01 1.572198e+01
y_rep[414] 1.494194e+01 1.503161e+01 1.511887e+01 1.542435e+01
y_rep[415] 1.488195e+01 1.497113e+01 1.506027e+01 1.537434e+01
y_rep[416] 1.502712e+01 1.511857e+01 1.520856e+01 1.552884e+01
y_rep[417] 1.473551e+01 1.482464e+01 1.491695e+01 1.522515e+01
y_rep[418] 1.497699e+01 1.506402e+01 1.516080e+01 1.545546e+01
y_rep[419] 1.597548e+01 1.606696e+01 1.615871e+01 1.647258e+01
y_rep[420] 1.576926e+01 1.586316e+01 1.595127e+01 1.624266e+01
y_rep[421] 1.556045e+01 1.565029e+01 1.574140e+01 1.604368e+01
y_rep[422] 1.519036e+01 1.527934e+01 1.537084e+01 1.569435e+01
y_rep[423] 1.483434e+01 1.492512e+01 1.501631e+01 1.533194e+01
y_rep[424] 1.534493e+01 1.543544e+01 1.552701e+01 1.582385e+01
y_rep[425] 1.581123e+01 1.590290e+01 1.599284e+01 1.631206e+01
y_rep[426] 1.579957e+01 1.588852e+01 1.598009e+01 1.629669e+01
y_rep[427] 1.580908e+01 1.590387e+01 1.599354e+01 1.630822e+01
y_rep[428] 1.593231e+01 1.602138e+01 1.611139e+01 1.642523e+01
y_rep[429] 1.562913e+01 1.572169e+01 1.580978e+01 1.612216e+01
y_rep[430] 1.570249e+01 1.579158e+01 1.588228e+01 1.617889e+01
y_rep[431] 1.603393e+01 1.612750e+01 1.622184e+01 1.651756e+01
y_rep[432] 1.582935e+01 1.592146e+01 1.601248e+01 1.629031e+01
y_rep[433] 1.608739e+01 1.617905e+01 1.627211e+01 1.659222e+01
y_rep[434] 1.638010e+01 1.646768e+01 1.655755e+01 1.687170e+01
y_rep[435] 1.608971e+01 1.618070e+01 1.626805e+01 1.658862e+01
y_rep[436] 1.581195e+01 1.590401e+01 1.599462e+01 1.629931e+01
y_rep[437] 1.622230e+01 1.631195e+01 1.640388e+01 1.671478e+01
y_rep[438] 1.582497e+01 1.591685e+01 1.600650e+01 1.630387e+01
y_rep[439] 1.562742e+01 1.571865e+01 1.580881e+01 1.612702e+01
y_rep[440] 1.567615e+01 1.576700e+01 1.585516e+01 1.615537e+01
y_rep[441] 1.553907e+01 1.563314e+01 1.572154e+01 1.601191e+01
y_rep[442] 1.519602e+01 1.528271e+01 1.537468e+01 1.567867e+01
y_rep[443] 1.541508e+01 1.550456e+01 1.559804e+01 1.591684e+01
y_rep[444] 1.508706e+01 1.517868e+01 1.526780e+01 1.559101e+01
y_rep[445] 1.503234e+01 1.512241e+01 1.521194e+01 1.551555e+01
y_rep[446] 1.563697e+01 1.572482e+01 1.582154e+01 1.614641e+01
y_rep[447] 1.558601e+01 1.567827e+01 1.577122e+01 1.607641e+01
y_rep[448] 1.461450e+01 1.470743e+01 1.479973e+01 1.513476e+01
y_rep[449] 1.478214e+01 1.487275e+01 1.495958e+01 1.525719e+01
y_rep[450] 1.457869e+01 1.467038e+01 1.476189e+01 1.505714e+01
y_rep[451] 1.434774e+01 1.443971e+01 1.452900e+01 1.482595e+01
y_rep[452] 1.425771e+01 1.434754e+01 1.443679e+01 1.473845e+01
y_rep[453] 1.390494e+01 1.399553e+01 1.408390e+01 1.439124e+01
y_rep[454] 1.353621e+01 1.362600e+01 1.371738e+01 1.400853e+01
y_rep[455] 1.474438e+01 1.483328e+01 1.492304e+01 1.524231e+01
y_rep[456] 1.479473e+01 1.488862e+01 1.497520e+01 1.525075e+01
y_rep[457] 1.464102e+01 1.473025e+01 1.482045e+01 1.511379e+01
y_rep[458] 1.476844e+01 1.486055e+01 1.495022e+01 1.525535e+01
y_rep[459] 1.485290e+01 1.494550e+01 1.503674e+01 1.534984e+01
y_rep[460] 1.436076e+01 1.444797e+01 1.453765e+01 1.486263e+01
y_rep[461] 1.471840e+01 1.480967e+01 1.490651e+01 1.521647e+01
y_rep[462] 1.447681e+01 1.456925e+01 1.465877e+01 1.493845e+01
y_rep[463] 1.404989e+01 1.413748e+01 1.422657e+01 1.453751e+01
y_rep[464] 1.403361e+01 1.412304e+01 1.421294e+01 1.451508e+01
y_rep[465] 1.374900e+01 1.383775e+01 1.392646e+01 1.422341e+01
y_rep[466] 1.375329e+01 1.384466e+01 1.393376e+01 1.424431e+01
y_rep[467] 1.532393e+01 1.541865e+01 1.551324e+01 1.582810e+01
y_rep[468] 1.496624e+01 1.505761e+01 1.515134e+01 1.545490e+01
y_rep[469] 1.515143e+01 1.524301e+01 1.533056e+01 1.562670e+01
y_rep[470] 1.561026e+01 1.569870e+01 1.579097e+01 1.609248e+01
y_rep[471] 1.588197e+01 1.597018e+01 1.606120e+01 1.635968e+01
y_rep[472] 1.553131e+01 1.562011e+01 1.571106e+01 1.601525e+01
y_rep[473] 1.900401e+01 1.909258e+01 1.918442e+01 1.947813e+01
y_rep[474] 2.203827e+01 2.213249e+01 2.222567e+01 2.252790e+01
y_rep[475] 2.169662e+01 2.178958e+01 2.188112e+01 2.218191e+01
y_rep[476] 2.173840e+01 2.182913e+01 2.192061e+01 2.222451e+01
y_rep[477] 2.148834e+01 2.157393e+01 2.166805e+01 2.198524e+01
y_rep[478] 2.051811e+01 2.060802e+01 2.070018e+01 2.100036e+01
y_rep[479] 2.135107e+01 2.144492e+01 2.153822e+01 2.184489e+01
y_rep[480] 2.114816e+01 2.124331e+01 2.133391e+01 2.163487e+01
y_rep[481] 2.099485e+01 2.108755e+01 2.117807e+01 2.147935e+01
y_rep[482] 2.093225e+01 2.101764e+01 2.111060e+01 2.140749e+01
y_rep[483] 2.119002e+01 2.127824e+01 2.137210e+01 2.167241e+01
y_rep[484] 2.123549e+01 2.132762e+01 2.142189e+01 2.171940e+01
y_rep[485] 2.150338e+01 2.159195e+01 2.168578e+01 2.203217e+01
y_rep[486] 2.170414e+01 2.179547e+01 2.188547e+01 2.216772e+01
y_rep[487] 2.132740e+01 2.141512e+01 2.150683e+01 2.183842e+01
y_rep[488] 2.229237e+01 2.238453e+01 2.247772e+01 2.280140e+01
y_rep[489] 2.207544e+01 2.216640e+01 2.225811e+01 2.258349e+01
y_rep[490] 2.136552e+01 2.145537e+01 2.154690e+01 2.185668e+01
y_rep[491] 2.140864e+01 2.150112e+01 2.159416e+01 2.190520e+01
y_rep[492] 2.111089e+01 2.120077e+01 2.128963e+01 2.158758e+01
y_rep[493] 2.067106e+01 2.076454e+01 2.085627e+01 2.115957e+01
y_rep[494] 2.104247e+01 2.113291e+01 2.122587e+01 2.153616e+01
y_rep[495] 2.089385e+01 2.098254e+01 2.107362e+01 2.138299e+01
y_rep[496] 1.897842e+01 1.907024e+01 1.916537e+01 1.948671e+01
y_rep[497] 1.575614e+01 1.584822e+01 1.594305e+01 1.626479e+01
y_rep[498] 1.633971e+01 1.644193e+01 1.654286e+01 1.684558e+01
y_rep[499] 1.654201e+01 1.663793e+01 1.673760e+01 1.703723e+01
y_rep[500] 1.561223e+01 1.570176e+01 1.579236e+01 1.608826e+01
y_rep[501] 1.576235e+01 1.585279e+01 1.594155e+01 1.623482e+01
y_rep[502] 1.534948e+01 1.544058e+01 1.553169e+01 1.582192e+01
y_rep[503] 1.553552e+01 1.563004e+01 1.571865e+01 1.603979e+01
y_rep[504] 1.556114e+01 1.565382e+01 1.574804e+01 1.606918e+01
y_rep[505] 1.517338e+01 1.526255e+01 1.535345e+01 1.566225e+01
y_rep[506] 1.486054e+01 1.494863e+01 1.503888e+01 1.534141e+01
y_rep[507] 1.468998e+01 1.478010e+01 1.487109e+01 1.519571e+01
y_rep[508] 1.410636e+01 1.419745e+01 1.428861e+01 1.456422e+01
y_rep[509] 1.439374e+01 1.448902e+01 1.458172e+01 1.489032e+01
y_rep[510] 1.404580e+01 1.413725e+01 1.422948e+01 1.452753e+01
y_rep[511] 1.347725e+01 1.356550e+01 1.365816e+01 1.397087e+01
y_rep[512] 1.360595e+01 1.369846e+01 1.378973e+01 1.411222e+01
y_rep[513] 1.317758e+01 1.326660e+01 1.335883e+01 1.365936e+01
y_rep[514] 1.275305e+01 1.284608e+01 1.293423e+01 1.320703e+01
y_rep[515] 1.278933e+01 1.288016e+01 1.297265e+01 1.328731e+01
y_rep[516] 1.311320e+01 1.320145e+01 1.329378e+01 1.360219e+01
y_rep[517] 1.272472e+01 1.281421e+01 1.290311e+01 1.320743e+01
y_rep[518] 1.293274e+01 1.302473e+01 1.311590e+01 1.341212e+01
y_rep[519] 1.288914e+01 1.298194e+01 1.307107e+01 1.336107e+01
y_rep[520] 1.229227e+01 1.238144e+01 1.247323e+01 1.278095e+01
y_rep[521] 1.261421e+01 1.270217e+01 1.279430e+01 1.310871e+01
y_rep[522] 1.247511e+01 1.256478e+01 1.265141e+01 1.296108e+01
y_rep[523] 1.225280e+01 1.234369e+01 1.243650e+01 1.274335e+01
y_rep[524] 1.209964e+01 1.218926e+01 1.228076e+01 1.258476e+01
y_rep[525] 1.220228e+01 1.229717e+01 1.238937e+01 1.267119e+01
y_rep[526] 1.170084e+01 1.179327e+01 1.188496e+01 1.218175e+01
y_rep[527] 1.163803e+01 1.172912e+01 1.181936e+01 1.212713e+01
y_rep[528] 1.214943e+01 1.224156e+01 1.233592e+01 1.264247e+01
y_rep[529] 1.190523e+01 1.199677e+01 1.209006e+01 1.241010e+01
y_rep[530] 1.220260e+01 1.229506e+01 1.238337e+01 1.269083e+01
y_rep[531] 1.201862e+01 1.210586e+01 1.219565e+01 1.250550e+01
y_rep[532] 1.136977e+01 1.146154e+01 1.155231e+01 1.183106e+01
y_rep[533] 1.162167e+01 1.171330e+01 1.180454e+01 1.208942e+01
y_rep[534] 1.178658e+01 1.187242e+01 1.196684e+01 1.227020e+01
y_rep[535] 1.158148e+01 1.167307e+01 1.176712e+01 1.207162e+01
y_rep[536] 1.257392e+01 1.266092e+01 1.275431e+01 1.307401e+01
y_rep[537] 1.217370e+01 1.226558e+01 1.235427e+01 1.267422e+01
y_rep[538] 1.173679e+01 1.182845e+01 1.191980e+01 1.223122e+01
y_rep[539] 1.178063e+01 1.187074e+01 1.195989e+01 1.226554e+01
y_rep[540] 1.146739e+01 1.155598e+01 1.164544e+01 1.197536e+01
y_rep[541] 1.140485e+01 1.149599e+01 1.158874e+01 1.189397e+01
y_rep[542] 1.149340e+01 1.158417e+01 1.167093e+01 1.195082e+01
y_rep[543] 1.124786e+01 1.133680e+01 1.142642e+01 1.172573e+01
y_rep[544] 1.105829e+01 1.114481e+01 1.123207e+01 1.157545e+01
y_rep[545] 1.161466e+01 1.170232e+01 1.179209e+01 1.210731e+01
y_rep[546] 1.123049e+01 1.132141e+01 1.141283e+01 1.169694e+01
y_rep[547] 1.128536e+01 1.137551e+01 1.146342e+01 1.175728e+01
y_rep[548] 1.120413e+01 1.129593e+01 1.138578e+01 1.170833e+01
y_rep[549] 1.152840e+01 1.162135e+01 1.171238e+01 1.202892e+01
y_rep[550] 1.146064e+01 1.154879e+01 1.163923e+01 1.194983e+01
y_rep[551] 1.117217e+01 1.126397e+01 1.135566e+01 1.168496e+01
y_rep[552] 1.090206e+01 1.098971e+01 1.108073e+01 1.137951e+01
y_rep[553] 1.075855e+01 1.085254e+01 1.094386e+01 1.123823e+01
y_rep[554] 1.094905e+01 1.103864e+01 1.112531e+01 1.142039e+01
y_rep[555] 1.088316e+01 1.097382e+01 1.106513e+01 1.136217e+01
y_rep[556] 1.033483e+01 1.042568e+01 1.051641e+01 1.082057e+01
y_rep[557] 1.015631e+01 1.024406e+01 1.033239e+01 1.063511e+01
y_rep[558] 1.024519e+01 1.033301e+01 1.042090e+01 1.074160e+01
y_rep[559] 9.972011e+00 1.005908e+01 1.015054e+01 1.046321e+01
y_rep[560] 1.315762e+01 1.325310e+01 1.334617e+01 1.363376e+01
y_rep[561] 1.271350e+01 1.280282e+01 1.289147e+01 1.317092e+01
y_rep[562] 1.255865e+01 1.264877e+01 1.274037e+01 1.305928e+01
y_rep[563] 1.290327e+01 1.299448e+01 1.308593e+01 1.339349e+01
y_rep[564] 1.337798e+01 1.346855e+01 1.355938e+01 1.386770e+01
y_rep[565] 1.288001e+01 1.297146e+01 1.306210e+01 1.336776e+01
y_rep[566] 1.310367e+01 1.319597e+01 1.328558e+01 1.357065e+01
y_rep[567] 1.283028e+01 1.291789e+01 1.301034e+01 1.329639e+01
y_rep[568] 1.242318e+01 1.251739e+01 1.260696e+01 1.288639e+01
y_rep[569] 1.276206e+01 1.285081e+01 1.293995e+01 1.323241e+01
y_rep[570] 1.262415e+01 1.271529e+01 1.280371e+01 1.309104e+01
y_rep[571] 1.258757e+01 1.267622e+01 1.276773e+01 1.305726e+01
y_rep[572] 1.222520e+01 1.231050e+01 1.239924e+01 1.271617e+01
y_rep[573] 1.226927e+01 1.236051e+01 1.245094e+01 1.277177e+01
y_rep[574] 1.201422e+01 1.210241e+01 1.219221e+01 1.249189e+01
y_rep[575] 1.223193e+01 1.231985e+01 1.241030e+01 1.271178e+01
y_rep[576] 1.197552e+01 1.206225e+01 1.215158e+01 1.245177e+01
y_rep[577] 1.188391e+01 1.197506e+01 1.206222e+01 1.235949e+01
y_rep[578] 1.225559e+01 1.234311e+01 1.243781e+01 1.273665e+01
y_rep[579] 1.225159e+01 1.234366e+01 1.243367e+01 1.272061e+01
y_rep[580] 1.194805e+01 1.204170e+01 1.213386e+01 1.242943e+01
y_rep[581] 1.204236e+01 1.213487e+01 1.222494e+01 1.254714e+01
y_rep[582] 1.208314e+01 1.217232e+01 1.226166e+01 1.256947e+01
y_rep[583] 1.092018e+01 1.101457e+01 1.110948e+01 1.143277e+01
y_rep[584] 1.097206e+01 1.106190e+01 1.115329e+01 1.146409e+01
y_rep[585] 1.075933e+01 1.084775e+01 1.093776e+01 1.123692e+01
y_rep[586] 1.038233e+01 1.047609e+01 1.056763e+01 1.086535e+01
y_rep[587] 1.051141e+01 1.060009e+01 1.069232e+01 1.098887e+01
y_rep[588] 1.114456e+01 1.123540e+01 1.132519e+01 1.164440e+01
y_rep[589] 1.116674e+01 1.126071e+01 1.135260e+01 1.165180e+01
y_rep[590] 1.145023e+01 1.154172e+01 1.163224e+01 1.193931e+01
y_rep[591] 1.151119e+01 1.160195e+01 1.169143e+01 1.200193e+01
y_rep[592] 1.757083e+01 1.770386e+01 1.783180e+01 1.815082e+01
y_rep[593] 1.856711e+01 1.866053e+01 1.875425e+01 1.905038e+01
y_rep[594] 1.909869e+01 1.919493e+01 1.928995e+01 1.959714e+01
y_rep[595] 1.849042e+01 1.858129e+01 1.867378e+01 1.898055e+01
y_rep[596] 1.898467e+01 1.907494e+01 1.916578e+01 1.947493e+01
y_rep[597] 1.934071e+01 1.943025e+01 1.952306e+01 1.983277e+01
y_rep[598] 1.920399e+01 1.929311e+01 1.938729e+01 1.968783e+01
y_rep[599] 1.950522e+01 1.960063e+01 1.969236e+01 1.998646e+01
y_rep[600] 1.929789e+01 1.939061e+01 1.947862e+01 1.979339e+01
y_rep[601] 1.938190e+01 1.947115e+01 1.955822e+01 1.985871e+01
y_rep[602] 1.949525e+01 1.958446e+01 1.967290e+01 1.999087e+01
y_rep[603] 2.034557e+01 2.043763e+01 2.052854e+01 2.082542e+01
y_rep[604] 2.010254e+01 2.019518e+01 2.029153e+01 2.062094e+01
y_rep[605] 1.992372e+01 2.001548e+01 2.010615e+01 2.041622e+01
y_rep[606] 2.027058e+01 2.036590e+01 2.045908e+01 2.074811e+01
y_rep[607] 2.031065e+01 2.040424e+01 2.049258e+01 2.077459e+01
y_rep[608] 2.034824e+01 2.043612e+01 2.052729e+01 2.083421e+01
y_rep[609] 2.063179e+01 2.071845e+01 2.081127e+01 2.113241e+01
y_rep[610] 2.029986e+01 2.039203e+01 2.048017e+01 2.078277e+01
y_rep[611] 2.063143e+01 2.072511e+01 2.081563e+01 2.111291e+01
y_rep[612] 2.033080e+01 2.042259e+01 2.051338e+01 2.081651e+01
y_rep[613] 2.000506e+01 2.009513e+01 2.018557e+01 2.046814e+01
y_rep[614] 1.814728e+01 1.824013e+01 1.833571e+01 1.863433e+01
y_rep[615] 1.630912e+01 1.640143e+01 1.649415e+01 1.679676e+01
y_rep[616] 1.533242e+01 1.542153e+01 1.551365e+01 1.582223e+01
y_rep[617] 1.558406e+01 1.567748e+01 1.576914e+01 1.607603e+01
y_rep[618] 1.512264e+01 1.521319e+01 1.530937e+01 1.561832e+01
y_rep[619] 1.456335e+01 1.465340e+01 1.474173e+01 1.503879e+01
y_rep[620] 1.455117e+01 1.464613e+01 1.474050e+01 1.505412e+01
y_rep[621] 1.465243e+01 1.474214e+01 1.483175e+01 1.512366e+01
y_rep[622] 1.517024e+01 1.526187e+01 1.535263e+01 1.567646e+01
y_rep[623] 1.533030e+01 1.541952e+01 1.551255e+01 1.580871e+01
y_rep[624] 1.504405e+01 1.513643e+01 1.522822e+01 1.554195e+01
y_rep[625] 1.500690e+01 1.509628e+01 1.518618e+01 1.548562e+01
y_rep[626] 1.444195e+01 1.453215e+01 1.462209e+01 1.492756e+01
y_rep[627] 1.430815e+01 1.439547e+01 1.448351e+01 1.477310e+01
y_rep[628] 1.400281e+01 1.409653e+01 1.418598e+01 1.452277e+01
y_rep[629] 1.371192e+01 1.379949e+01 1.388716e+01 1.421013e+01
y_rep[630] 1.368316e+01 1.377891e+01 1.386863e+01 1.415447e+01
y_rep[631] 1.326586e+01 1.335611e+01 1.344491e+01 1.376451e+01
y_rep[632] 1.330137e+01 1.339177e+01 1.348236e+01 1.377863e+01
y_rep[633] 1.334480e+01 1.343258e+01 1.352488e+01 1.382074e+01
y_rep[634] 1.314386e+01 1.323282e+01 1.331982e+01 1.361911e+01
y_rep[635] 1.267229e+01 1.276598e+01 1.285838e+01 1.315584e+01
y_rep[636] 1.260016e+01 1.268915e+01 1.277850e+01 1.305871e+01
y_rep[637] 1.217091e+01 1.226377e+01 1.235430e+01 1.265213e+01
y_rep[638] 1.265897e+01 1.275185e+01 1.284549e+01 1.313219e+01
y_rep[639] 1.288036e+01 1.297317e+01 1.306270e+01 1.336428e+01
y_rep[640] 1.270507e+01 1.279569e+01 1.288082e+01 1.318598e+01
y_rep[641] 1.249045e+01 1.257885e+01 1.266952e+01 1.296212e+01
y_rep[642] 1.272037e+01 1.280874e+01 1.289597e+01 1.318307e+01
y_rep[643] 1.241900e+01 1.250812e+01 1.259928e+01 1.291055e+01
y_rep[644] 1.225340e+01 1.234149e+01 1.243373e+01 1.272114e+01
y_rep[645] 1.224318e+01 1.233241e+01 1.242498e+01 1.274641e+01
y_rep[646] 1.184328e+01 1.193591e+01 1.202385e+01 1.232185e+01
y_rep[647] 1.184895e+01 1.193858e+01 1.203526e+01 1.233622e+01
y_rep[648] 1.195961e+01 1.204950e+01 1.213876e+01 1.246961e+01
y_rep[649] 1.228687e+01 1.238049e+01 1.246939e+01 1.279534e+01
y_rep[650] 1.233687e+01 1.242900e+01 1.251736e+01 1.280775e+01
y_rep[651] 1.243603e+01 1.252966e+01 1.262136e+01 1.291733e+01
y_rep[652] 1.236342e+01 1.245651e+01 1.254595e+01 1.284743e+01
y_rep[653] 1.238982e+01 1.248027e+01 1.256580e+01 1.286678e+01
y_rep[654] 1.241260e+01 1.250389e+01 1.259704e+01 1.290898e+01
y_rep[655] 1.244417e+01 1.253527e+01 1.262570e+01 1.294358e+01
y_rep[656] 1.239966e+01 1.248699e+01 1.257788e+01 1.287988e+01
y_rep[657] 1.242990e+01 1.251920e+01 1.260759e+01 1.292961e+01
y_rep[658] 1.243867e+01 1.252557e+01 1.261557e+01 1.293409e+01
y_rep[659] 1.247834e+01 1.256442e+01 1.265853e+01 1.296479e+01
y_rep[660] 1.226831e+01 1.236228e+01 1.244835e+01 1.274338e+01
y_rep[661] 1.191040e+01 1.200160e+01 1.209247e+01 1.237294e+01
y_rep[662] 1.203426e+01 1.212477e+01 1.221563e+01 1.253192e+01
y_rep[663] 1.203315e+01 1.211987e+01 1.220976e+01 1.249612e+01
y_rep[664] 1.234677e+01 1.244090e+01 1.253096e+01 1.284219e+01
y_rep[665] 1.264129e+01 1.273359e+01 1.282283e+01 1.310722e+01
y_rep[666] 1.211513e+01 1.220656e+01 1.229431e+01 1.260057e+01
y_rep[667] 1.233550e+01 1.242552e+01 1.251213e+01 1.280505e+01
y_rep[668] 1.196825e+01 1.205954e+01 1.214993e+01 1.245006e+01
y_rep[669] 1.179595e+01 1.188428e+01 1.197269e+01 1.228498e+01
y_rep[670] 1.199118e+01 1.208142e+01 1.216824e+01 1.248645e+01
y_rep[671] 1.228851e+01 1.237651e+01 1.246539e+01 1.277172e+01
y_rep[672] 1.205581e+01 1.214377e+01 1.223098e+01 1.253060e+01
y_rep[673] 1.177372e+01 1.186185e+01 1.195398e+01 1.225346e+01
y_rep[674] 1.182644e+01 1.191610e+01 1.200608e+01 1.230228e+01
y_rep[675] 1.168729e+01 1.177854e+01 1.186790e+01 1.217671e+01
y_rep[676] 1.181586e+01 1.190958e+01 1.199876e+01 1.230487e+01
y_rep[677] 1.197331e+01 1.206618e+01 1.215512e+01 1.244879e+01
y_rep[678] 1.144206e+01 1.153134e+01 1.162266e+01 1.194884e+01
y_rep[679] 1.142849e+01 1.151684e+01 1.160554e+01 1.190505e+01
y_rep[680] 1.101738e+01 1.110689e+01 1.119835e+01 1.150121e+01
y_rep[681] 1.081363e+01 1.090455e+01 1.099576e+01 1.129320e+01
y_rep[682] 1.114811e+01 1.123889e+01 1.132938e+01 1.162006e+01
y_rep[683] 1.141635e+01 1.150618e+01 1.159915e+01 1.190326e+01
y_rep[684] 1.116263e+01 1.125384e+01 1.134502e+01 1.166705e+01
y_rep[685] 1.093818e+01 1.103112e+01 1.112129e+01 1.142597e+01
y_rep[686] 1.078893e+01 1.087915e+01 1.097167e+01 1.129389e+01
y_rep[687] 1.052192e+01 1.061724e+01 1.070387e+01 1.098578e+01
y_rep[688] 1.086819e+01 1.096168e+01 1.105078e+01 1.134817e+01
y_rep[689] 1.067574e+01 1.076911e+01 1.085961e+01 1.116517e+01
y_rep[690] 1.081833e+01 1.090919e+01 1.099678e+01 1.130777e+01
y_rep[691] 1.080836e+01 1.090041e+01 1.098973e+01 1.127888e+01
y_rep[692] 1.091461e+01 1.100781e+01 1.109703e+01 1.141111e+01
y_rep[693] 1.059151e+01 1.067990e+01 1.077008e+01 1.108235e+01
y_rep[694] 1.057502e+01 1.066623e+01 1.075313e+01 1.106488e+01
y_rep[695] 1.050975e+01 1.059786e+01 1.068966e+01 1.101401e+01
y_rep[696] 1.037528e+01 1.046801e+01 1.056162e+01 1.087946e+01
y_rep[697] 1.023470e+01 1.032511e+01 1.041040e+01 1.070172e+01
y_rep[698] 1.006763e+01 1.015929e+01 1.024873e+01 1.056676e+01
y_rep[699] 1.034589e+01 1.043822e+01 1.052672e+01 1.081363e+01
y_rep[700] 1.104561e+01 1.113843e+01 1.122719e+01 1.151337e+01
y_rep[701] 1.094024e+01 1.103212e+01 1.112232e+01 1.141916e+01
y_rep[702] 1.078154e+01 1.086899e+01 1.095649e+01 1.127157e+01
y_rep[703] 1.084727e+01 1.093598e+01 1.102539e+01 1.134850e+01
y_rep[704] 1.078933e+01 1.087752e+01 1.096419e+01 1.127480e+01
y_rep[705] 1.076721e+01 1.085459e+01 1.094422e+01 1.127378e+01
y_rep[706] 1.066477e+01 1.075128e+01 1.084094e+01 1.114967e+01
y_rep[707] 1.088601e+01 1.097650e+01 1.106742e+01 1.139930e+01
y_rep[708] 1.081242e+01 1.090243e+01 1.099171e+01 1.127532e+01
y_rep[709] 1.065114e+01 1.074703e+01 1.083711e+01 1.114750e+01
y_rep[710] 1.066585e+01 1.076036e+01 1.084922e+01 1.116906e+01
y_rep[711] 1.050199e+01 1.059533e+01 1.068643e+01 1.098800e+01
y_rep[712] 1.036763e+01 1.045561e+01 1.054513e+01 1.086007e+01
y_rep[713] 1.015753e+01 1.024949e+01 1.034126e+01 1.064676e+01
y_rep[714] 1.003942e+01 1.013310e+01 1.022275e+01 1.053160e+01
y_rep[715] 9.928921e+00 1.001831e+01 1.010741e+01 1.041754e+01
y_rep[716] 1.001293e+01 1.010469e+01 1.019618e+01 1.051317e+01
y_rep[717] 9.706793e+00 9.800448e+00 9.891336e+00 1.018378e+01
y_rep[718] 9.587351e+00 9.680200e+00 9.770396e+00 1.007005e+01
y_rep[719] 9.953500e+00 1.004730e+01 1.013742e+01 1.045205e+01
y_rep[720] 1.000103e+01 1.009322e+01 1.018707e+01 1.048438e+01
y_rep[721] 1.038465e+01 1.047080e+01 1.056372e+01 1.086073e+01
y_rep[722] 9.667900e+00 9.759223e+00 9.846456e+00 1.015355e+01
y_rep[723] 1.006327e+01 1.015360e+01 1.024513e+01 1.054744e+01
y_rep[724] 1.038225e+01 1.047368e+01 1.055960e+01 1.086982e+01
y_rep[725] 1.046584e+01 1.055483e+01 1.064985e+01 1.094711e+01
y_rep[726] 1.056896e+01 1.066384e+01 1.075464e+01 1.106685e+01
y_rep[727] 1.026425e+01 1.035228e+01 1.044327e+01 1.074765e+01
y_rep[728] 1.034392e+01 1.043559e+01 1.052540e+01 1.082812e+01
y_rep[729] 1.033965e+01 1.042984e+01 1.051962e+01 1.081415e+01
y_rep[730] 1.053541e+01 1.062010e+01 1.071499e+01 1.101638e+01
y_rep[731] 1.051380e+01 1.060657e+01 1.069912e+01 1.100784e+01
y_rep[732] 1.056259e+01 1.065384e+01 1.074804e+01 1.105724e+01
y_rep[733] 1.040880e+01 1.049628e+01 1.058858e+01 1.089676e+01
y_rep[734] 1.121500e+01 1.130577e+01 1.139545e+01 1.168851e+01
y_rep[735] 1.153352e+01 1.161910e+01 1.170822e+01 1.199217e+01
y_rep[736] 1.123890e+01 1.133302e+01 1.142355e+01 1.175050e+01
y_rep[737] 1.128737e+01 1.137883e+01 1.147467e+01 1.177776e+01
y_rep[738] 1.139155e+01 1.148149e+01 1.157019e+01 1.187720e+01
y_rep[739] 1.129718e+01 1.138709e+01 1.147773e+01 1.180280e+01
y_rep[740] 1.163429e+01 1.172948e+01 1.182002e+01 1.212098e+01
y_rep[741] 1.152064e+01 1.160999e+01 1.170143e+01 1.200377e+01
y_rep[742] 1.165861e+01 1.175176e+01 1.184009e+01 1.216302e+01
y_rep[743] 1.167829e+01 1.176647e+01 1.186072e+01 1.215986e+01
y_rep[744] 1.147118e+01 1.156049e+01 1.165191e+01 1.193822e+01
y_rep[745] 1.155685e+01 1.164386e+01 1.173356e+01 1.207178e+01
y_rep[746] 1.125531e+01 1.134316e+01 1.143486e+01 1.175671e+01
y_rep[747] 1.084829e+01 1.093558e+01 1.102822e+01 1.131863e+01
y_rep[748] 1.097348e+01 1.106262e+01 1.115053e+01 1.144530e+01
y_rep[749] 1.111798e+01 1.120746e+01 1.129598e+01 1.162333e+01
y_rep[750] 1.116122e+01 1.124818e+01 1.134485e+01 1.165195e+01
y_rep[751] 1.075921e+01 1.084871e+01 1.094015e+01 1.126590e+01
y_rep[752] 1.067590e+01 1.076556e+01 1.085393e+01 1.115096e+01
y_rep[753] 1.089944e+01 1.098728e+01 1.107933e+01 1.139753e+01
y_rep[754] 1.119163e+01 1.128360e+01 1.137299e+01 1.167159e+01
y_rep[755] 1.146110e+01 1.154994e+01 1.164179e+01 1.193478e+01
y_rep[756] 1.112471e+01 1.121372e+01 1.130510e+01 1.161538e+01
y_rep[757] 1.052654e+01 1.061662e+01 1.070605e+01 1.100513e+01
y_rep[758] 1.039641e+01 1.048691e+01 1.057908e+01 1.088359e+01
y_rep[759] 1.063166e+01 1.072089e+01 1.081063e+01 1.112646e+01
y_rep[760] 1.034978e+01 1.044009e+01 1.053187e+01 1.084543e+01
y_rep[761] 1.048123e+01 1.057102e+01 1.065889e+01 1.095727e+01
y_rep[762] 1.089350e+01 1.098355e+01 1.107563e+01 1.139890e+01
y_rep[763] 1.041007e+01 1.050411e+01 1.059111e+01 1.090874e+01
y_rep[764] 1.035493e+01 1.044842e+01 1.053949e+01 1.084746e+01
y_rep[765] 1.011547e+01 1.020690e+01 1.029145e+01 1.060551e+01
y_rep[766] 1.023683e+01 1.032760e+01 1.041422e+01 1.072582e+01
y_rep[767] 1.003403e+01 1.012225e+01 1.020999e+01 1.052021e+01
y_rep[768] 1.021449e+01 1.030019e+01 1.039094e+01 1.067747e+01
y_rep[769] 1.017860e+01 1.026795e+01 1.035893e+01 1.065162e+01
y_rep[770] 9.999714e+00 1.009060e+01 1.018289e+01 1.050134e+01
y_rep[771] 1.016352e+01 1.025257e+01 1.034237e+01 1.064976e+01
y_rep[772] 1.013433e+01 1.022207e+01 1.030909e+01 1.059429e+01
y_rep[773] 1.012047e+01 1.021129e+01 1.030142e+01 1.062926e+01
y_rep[774] 1.071942e+01 1.080890e+01 1.089875e+01 1.119834e+01
y_rep[775] 1.053053e+01 1.062208e+01 1.071118e+01 1.104638e+01
y_rep[776] 1.020828e+01 1.029828e+01 1.038777e+01 1.068388e+01
y_rep[777] 1.008308e+01 1.016969e+01 1.025997e+01 1.058040e+01
y_rep[778] 9.784469e+00 9.875044e+00 9.966868e+00 1.026408e+01
y_rep[779] 1.029752e+01 1.038942e+01 1.048034e+01 1.079037e+01
y_rep[780] 1.019604e+01 1.028286e+01 1.037384e+01 1.068779e+01
y_rep[781] 9.913337e+00 1.000543e+01 1.009418e+01 1.037633e+01
y_rep[782] 1.005326e+01 1.014332e+01 1.023083e+01 1.051759e+01
y_rep[783] 9.829397e+00 9.919451e+00 1.000711e+01 1.032664e+01
y_rep[784] 9.809316e+00 9.898591e+00 9.991056e+00 1.030396e+01
y_rep[785] 9.566457e+00 9.657103e+00 9.751388e+00 1.006348e+01
y_rep[786] 9.524647e+00 9.619367e+00 9.711914e+00 1.002473e+01
y_rep[787] 9.467959e+00 9.556780e+00 9.646845e+00 9.946983e+00
y_rep[788] 9.918129e+00 1.000469e+01 1.009686e+01 1.039796e+01
y_rep[789] 1.038915e+01 1.047947e+01 1.057142e+01 1.088340e+01
y_rep[790] 1.020767e+01 1.029927e+01 1.039043e+01 1.068829e+01
y_rep[791] 9.954574e+00 1.004674e+01 1.013542e+01 1.043286e+01
y_rep[792] 1.001368e+01 1.010160e+01 1.019365e+01 1.051390e+01
y_rep[793] 9.929812e+00 1.001860e+01 1.010943e+01 1.039701e+01
y_rep[794] 1.049764e+01 1.058609e+01 1.067711e+01 1.099022e+01
y_rep[795] 1.037310e+01 1.046281e+01 1.055337e+01 1.084854e+01
y_rep[796] 1.007811e+01 1.016975e+01 1.026232e+01 1.058199e+01
y_rep[797] 9.949310e+00 1.004039e+01 1.013296e+01 1.043138e+01
y_rep[798] 1.024731e+01 1.033686e+01 1.042663e+01 1.072222e+01
y_rep[799] 1.036071e+01 1.045194e+01 1.054124e+01 1.086675e+01
y_rep[800] 1.025189e+01 1.033831e+01 1.042943e+01 1.072802e+01
y_rep[801] 1.026529e+01 1.035609e+01 1.044304e+01 1.074402e+01
y_rep[802] 9.791581e+00 9.884683e+00 9.979260e+00 1.028980e+01
y_rep[803] 9.852004e+00 9.945704e+00 1.003461e+01 1.035755e+01
y_rep[804] 1.027556e+01 1.036512e+01 1.045509e+01 1.077506e+01
y_rep[805] 1.012001e+01 1.021003e+01 1.029841e+01 1.058151e+01
y_rep[806] 1.016485e+01 1.025514e+01 1.034577e+01 1.063558e+01
y_rep[807] 1.023122e+01 1.032096e+01 1.041118e+01 1.070535e+01
y_rep[808] 1.016750e+01 1.025912e+01 1.034777e+01 1.066400e+01
y_rep[809] 1.012380e+01 1.021623e+01 1.030840e+01 1.062069e+01
y_rep[810] 1.049582e+01 1.058973e+01 1.067892e+01 1.099875e+01
y_rep[811] 9.927284e+00 1.001678e+01 1.010964e+01 1.039878e+01
y_rep[812] 9.461123e+00 9.551892e+00 9.641389e+00 9.971741e+00
y_rep[813] 9.733276e+00 9.823240e+00 9.910672e+00 1.023107e+01
y_rep[814] 1.005517e+01 1.014694e+01 1.023708e+01 1.052129e+01
y_rep[815] 9.771005e+00 9.865472e+00 9.953421e+00 1.026522e+01
y_rep[816] 1.003775e+01 1.012592e+01 1.021616e+01 1.052107e+01
y_rep[817] 9.565514e+00 9.660628e+00 9.751763e+00 1.003460e+01
y_rep[818] 9.516844e+00 9.606078e+00 9.694613e+00 1.000394e+01
y_rep[819] 9.544307e+00 9.634343e+00 9.723258e+00 1.004171e+01
y_rep[820] 9.373721e+00 9.462217e+00 9.554080e+00 9.856523e+00
y_rep[821] 9.323443e+00 9.416270e+00 9.505938e+00 9.805243e+00
y_rep[822] 9.581268e+00 9.667933e+00 9.756774e+00 1.006200e+01
y_rep[823] 9.522474e+00 9.615072e+00 9.707705e+00 1.000382e+01
y_rep[824] 9.376182e+00 9.465224e+00 9.555554e+00 9.869025e+00
y_rep[825] 9.164171e+00 9.254263e+00 9.350454e+00 9.650362e+00
y_rep[826] 9.645469e+00 9.736166e+00 9.825175e+00 1.013555e+01
y_rep[827] 9.690994e+00 9.779004e+00 9.867017e+00 1.020737e+01
y_rep[828] 9.430611e+00 9.520760e+00 9.608969e+00 9.921082e+00
y_rep[829] 9.404571e+00 9.491113e+00 9.581364e+00 9.901007e+00
y_rep[830] 9.581530e+00 9.669297e+00 9.756719e+00 1.006341e+01
y_rep[831] 9.562136e+00 9.653179e+00 9.743557e+00 1.006135e+01
y_rep[832] 9.795739e+00 9.887625e+00 9.978682e+00 1.026157e+01
y_rep[833] 9.761625e+00 9.851305e+00 9.940539e+00 1.024147e+01
y_rep[834] 9.905828e+00 9.996995e+00 1.009102e+01 1.039017e+01
y_rep[835] 1.001335e+01 1.010228e+01 1.019579e+01 1.052386e+01
y_rep[836] 1.003197e+01 1.012075e+01 1.021222e+01 1.053765e+01
y_rep[837] 1.008392e+01 1.017679e+01 1.026599e+01 1.056042e+01
y_rep[838] 9.967580e+00 1.006166e+01 1.015302e+01 1.046269e+01
y_rep[839] 9.754853e+00 9.842662e+00 9.936031e+00 1.024799e+01
y_rep[840] 9.739720e+00 9.827358e+00 9.915468e+00 1.022221e+01
y_rep[841] 1.002629e+01 1.011191e+01 1.020334e+01 1.050412e+01
y_rep[842] 1.145693e+01 1.154676e+01 1.163933e+01 1.193101e+01
y_rep[843] 1.112279e+01 1.120886e+01 1.129852e+01 1.162288e+01
y_rep[844] 1.134085e+01 1.142807e+01 1.151966e+01 1.182858e+01
y_rep[845] 1.125454e+01 1.134524e+01 1.143370e+01 1.176101e+01
y_rep[846] 1.148292e+01 1.157440e+01 1.166179e+01 1.197245e+01
y_rep[847] 1.184282e+01 1.193390e+01 1.202379e+01 1.231991e+01
y_rep[848] 1.183799e+01 1.192802e+01 1.201799e+01 1.232532e+01
y_rep[849] 1.164815e+01 1.173992e+01 1.183472e+01 1.214289e+01
y_rep[850] 1.182500e+01 1.191573e+01 1.200810e+01 1.232205e+01
y_rep[851] 1.190103e+01 1.199088e+01 1.208396e+01 1.240063e+01
y_rep[852] 1.203635e+01 1.212234e+01 1.221412e+01 1.249752e+01
y_rep[853] 1.191394e+01 1.200287e+01 1.209730e+01 1.239910e+01
y_rep[854] 1.201767e+01 1.210925e+01 1.220201e+01 1.252631e+01
y_rep[855] 1.192421e+01 1.201464e+01 1.210309e+01 1.241320e+01
y_rep[856] 1.195935e+01 1.204617e+01 1.213630e+01 1.244168e+01
y_rep[857] 1.194231e+01 1.203381e+01 1.212694e+01 1.241880e+01
y_rep[858] 1.242556e+01 1.251656e+01 1.260638e+01 1.290233e+01
y_rep[859] 1.189805e+01 1.199122e+01 1.207959e+01 1.238399e+01
y_rep[860] 1.195359e+01 1.204195e+01 1.213749e+01 1.244780e+01
y_rep[861] 1.192311e+01 1.201336e+01 1.210257e+01 1.239611e+01
y_rep[862] 1.217927e+01 1.227248e+01 1.236457e+01 1.266239e+01
y_rep[863] 1.219883e+01 1.228793e+01 1.238238e+01 1.268406e+01
y_rep[864] 1.210549e+01 1.219210e+01 1.227921e+01 1.258584e+01
y_rep[865] 1.151914e+01 1.160893e+01 1.170157e+01 1.201675e+01
y_rep[866] 1.179423e+01 1.188228e+01 1.197446e+01 1.228302e+01
y_rep[867] 1.206819e+01 1.215881e+01 1.225213e+01 1.255256e+01
y_rep[868] 1.200339e+01 1.209396e+01 1.218124e+01 1.251449e+01
y_rep[869] 1.164476e+01 1.173417e+01 1.182334e+01 1.214539e+01
y_rep[870] 1.171800e+01 1.181218e+01 1.189841e+01 1.219649e+01
y_rep[871] 1.249720e+01 1.258728e+01 1.267841e+01 1.300446e+01
y_rep[872] 1.251789e+01 1.260536e+01 1.269431e+01 1.302413e+01
y_rep[873] 1.247815e+01 1.256668e+01 1.265704e+01 1.294689e+01
y_rep[874] 1.263762e+01 1.272790e+01 1.281840e+01 1.311276e+01
y_rep[875] 1.239930e+01 1.248863e+01 1.257884e+01 1.289831e+01
y_rep[876] 1.236069e+01 1.245089e+01 1.254363e+01 1.284652e+01
y_rep[877] 1.225338e+01 1.234506e+01 1.243772e+01 1.276091e+01
y_rep[878] 1.229207e+01 1.238345e+01 1.247571e+01 1.279053e+01
y_rep[879] 1.227082e+01 1.235836e+01 1.244809e+01 1.273379e+01
y_rep[880] 1.207494e+01 1.216492e+01 1.225335e+01 1.255118e+01
y_rep[881] 1.178487e+01 1.187344e+01 1.196534e+01 1.228420e+01
y_rep[882] 1.191196e+01 1.200397e+01 1.209038e+01 1.238335e+01
y_rep[883] 1.175159e+01 1.184084e+01 1.192893e+01 1.225240e+01
y_rep[884] 1.177585e+01 1.186931e+01 1.195673e+01 1.225749e+01
y_rep[885] 1.172624e+01 1.181462e+01 1.190236e+01 1.222275e+01
y_rep[886] 1.180577e+01 1.189684e+01 1.198730e+01 1.230724e+01
y_rep[887] 1.166671e+01 1.175835e+01 1.185051e+01 1.213542e+01
y_rep[888] 1.191786e+01 1.201051e+01 1.209980e+01 1.239395e+01
y_rep[889] 1.164032e+01 1.173370e+01 1.182048e+01 1.211064e+01
y_rep[890] 1.135102e+01 1.144263e+01 1.153591e+01 1.183212e+01
y_rep[891] 1.141830e+01 1.150925e+01 1.159800e+01 1.190489e+01
y_rep[892] 1.119443e+01 1.128376e+01 1.137474e+01 1.166705e+01
y_rep[893] 1.090953e+01 1.100191e+01 1.109226e+01 1.140164e+01
y_rep[894] 1.032311e+01 1.041569e+01 1.050723e+01 1.080015e+01
y_rep[895] 1.002054e+01 1.010732e+01 1.019474e+01 1.051919e+01
y_rep[896] 9.800892e+00 9.889034e+00 9.981145e+00 1.029823e+01
y_rep[897] 9.835683e+00 9.928845e+00 1.001650e+01 1.032521e+01
y_rep[898] 9.548511e+00 9.640525e+00 9.729660e+00 1.003606e+01
y_rep[899] 9.699212e+00 9.786251e+00 9.877551e+00 1.018273e+01
y_rep[900] 9.662818e+00 9.748712e+00 9.841977e+00 1.013988e+01
y_rep[901] 9.556573e+00 9.647840e+00 9.740144e+00 1.002904e+01
y_rep[902] 9.632739e+00 9.721921e+00 9.810735e+00 1.010506e+01
y_rep[903] 9.766288e+00 9.858263e+00 9.946736e+00 1.023847e+01
y_rep[904] 9.741131e+00 9.831461e+00 9.924059e+00 1.021050e+01
y_rep[905] 9.617620e+00 9.708801e+00 9.796740e+00 1.009715e+01
y_rep[906] 9.901406e+00 9.988887e+00 1.007560e+01 1.037818e+01
y_rep[907] 9.525347e+00 9.617233e+00 9.707897e+00 9.988562e+00
y_rep[908] 9.487750e+00 9.577534e+00 9.667082e+00 9.964209e+00
y_rep[909] 9.248088e+00 9.338229e+00 9.425201e+00 9.744766e+00
y_rep[910] 9.252578e+00 9.346743e+00 9.436888e+00 9.726782e+00
y_rep[911] 9.223498e+00 9.314646e+00 9.404535e+00 9.700102e+00
y_rep[912] 9.675541e+00 9.767477e+00 9.859255e+00 1.014504e+01
y_rep[913] 9.454406e+00 9.544326e+00 9.630855e+00 9.923857e+00
y_rep[914] 9.165587e+00 9.254865e+00 9.345456e+00 9.639825e+00
y_rep[915] 9.613726e+00 9.703060e+00 9.789326e+00 1.010228e+01
y_rep[916] 9.466802e+00 9.558434e+00 9.649914e+00 9.947121e+00
y_rep[917] 9.411080e+00 9.502492e+00 9.591517e+00 9.891633e+00
y_rep[918] 9.282336e+00 9.372937e+00 9.465167e+00 9.776744e+00
y_rep[919] 9.281587e+00 9.374670e+00 9.463484e+00 9.793596e+00
y_rep[920] 8.940882e+00 9.031012e+00 9.120257e+00 9.400783e+00
y_rep[921] 9.098094e+00 9.191016e+00 9.280320e+00 9.584019e+00
y_rep[922] 8.893292e+00 8.982234e+00 9.075564e+00 9.389232e+00
y_rep[923] 8.924292e+00 9.010548e+00 9.100899e+00 9.414642e+00
y_rep[924] 9.193362e+00 9.287435e+00 9.377403e+00 9.701459e+00
y_rep[925] 9.176309e+00 9.266998e+00 9.354523e+00 9.637328e+00
y_rep[926] 9.140725e+00 9.231614e+00 9.319241e+00 9.623951e+00
y_rep[927] 9.178943e+00 9.266269e+00 9.359469e+00 9.650179e+00
y_rep[928] 9.468169e+00 9.554836e+00 9.642512e+00 9.939206e+00
y_rep[929] 9.200416e+00 9.289439e+00 9.378515e+00 9.683203e+00
y_rep[930] 9.763008e+00 9.852772e+00 9.941185e+00 1.024305e+01
y_rep[931] 9.808673e+00 9.899231e+00 9.985605e+00 1.031675e+01
y_rep[932] 9.665693e+00 9.759095e+00 9.847325e+00 1.014976e+01
y_rep[933] 9.477708e+00 9.565661e+00 9.654226e+00 9.956214e+00
y_rep[934] 9.332225e+00 9.423089e+00 9.514110e+00 9.820407e+00
y_rep[935] 9.324943e+00 9.419185e+00 9.511875e+00 9.816771e+00
y_rep[936] 9.642671e+00 9.731701e+00 9.822937e+00 1.009650e+01
y_rep[937] 9.798451e+00 9.887769e+00 9.977359e+00 1.023981e+01
y_rep[938] 9.454252e+00 9.544905e+00 9.633941e+00 9.931280e+00
y_rep[939] 9.448339e+00 9.541756e+00 9.633373e+00 9.930123e+00
y_rep[940] 9.299365e+00 9.389001e+00 9.481227e+00 9.779588e+00
y_rep[941] 9.285366e+00 9.374682e+00 9.462499e+00 9.764588e+00
y_rep[942] 9.265061e+00 9.356965e+00 9.445364e+00 9.742594e+00
y_rep[943] 9.452040e+00 9.538621e+00 9.628872e+00 9.930024e+00
y_rep[944] 9.105826e+00 9.192996e+00 9.285852e+00 9.579784e+00
y_rep[945] 9.105914e+00 9.197926e+00 9.286763e+00 9.589788e+00
y_rep[946] 9.116682e+00 9.207266e+00 9.299857e+00 9.606029e+00
y_rep[947] 8.734916e+00 8.828842e+00 8.918204e+00 9.242725e+00
y_rep[948] 8.688164e+00 8.778872e+00 8.869928e+00 9.175782e+00
y_rep[949] 8.365772e+00 8.457818e+00 8.549580e+00 8.849824e+00
y_rep[950] 8.174847e+00 8.268404e+00 8.355544e+00 8.638870e+00
y_rep[951] 8.041331e+00 8.130987e+00 8.221855e+00 8.505341e+00
y_rep[952] 8.386280e+00 8.481261e+00 8.571527e+00 8.854492e+00
y_rep[953] 8.075847e+00 8.171029e+00 8.264307e+00 8.589103e+00
y_rep[954] 8.355353e+00 8.441599e+00 8.531970e+00 8.834702e+00
y_rep[955] 8.403773e+00 8.492799e+00 8.582195e+00 8.895494e+00
y_rep[956] 8.346708e+00 8.437985e+00 8.526850e+00 8.831680e+00
y_rep[957] 8.300015e+00 8.388777e+00 8.475836e+00 8.775040e+00
y_rep[958] 8.275446e+00 8.364515e+00 8.454224e+00 8.779295e+00
y_rep[959] 8.123499e+00 8.213527e+00 8.305811e+00 8.617857e+00
y_rep[960] 8.463794e+00 8.554178e+00 8.648644e+00 8.935374e+00
y_rep[961] 8.908096e+00 8.994649e+00 9.087167e+00 9.390661e+00
y_rep[962] 8.598890e+00 8.691020e+00 8.781680e+00 9.106391e+00
y_rep[963] 8.645726e+00 8.739280e+00 8.830058e+00 9.156790e+00
y_rep[964] 8.520497e+00 8.612080e+00 8.704055e+00 8.982735e+00
y_rep[965] 9.051593e+00 9.138987e+00 9.229259e+00 9.541124e+00
y_rep[966] 9.086000e+00 9.178042e+00 9.267291e+00 9.569325e+00
y_rep[967] 9.219319e+00 9.308608e+00 9.397909e+00 9.714100e+00
y_rep[968] 9.205417e+00 9.292661e+00 9.382871e+00 9.681847e+00
y_rep[969] 9.269310e+00 9.359588e+00 9.448101e+00 9.750295e+00
y_rep[970] 9.423522e+00 9.513444e+00 9.605364e+00 9.933008e+00
y_rep[971] 9.895401e+00 9.984319e+00 1.007696e+01 1.037135e+01
y_rep[972] 9.957775e+00 1.004540e+01 1.013295e+01 1.044659e+01
y_rep[973] 1.028712e+01 1.037673e+01 1.047278e+01 1.076755e+01
y_rep[974] 1.036752e+01 1.045648e+01 1.054818e+01 1.083632e+01
y_rep[975] 1.042708e+01 1.051716e+01 1.060689e+01 1.092609e+01
y_rep[976] 1.037734e+01 1.046293e+01 1.055053e+01 1.085163e+01
y_rep[977] 1.034359e+01 1.043672e+01 1.052769e+01 1.085616e+01
y_rep[978] 1.030433e+01 1.039283e+01 1.048251e+01 1.078703e+01
y_rep[979] 1.095114e+01 1.104173e+01 1.113073e+01 1.143650e+01
y_rep[980] 1.095373e+01 1.104326e+01 1.113305e+01 1.145287e+01
y_rep[981] 1.098428e+01 1.107621e+01 1.116257e+01 1.144541e+01
y_rep[982] 1.128615e+01 1.137908e+01 1.146997e+01 1.178426e+01
y_rep[983] 1.144690e+01 1.153893e+01 1.163054e+01 1.195205e+01
y_rep[984] 1.140857e+01 1.150268e+01 1.159280e+01 1.190191e+01
y_rep[985] 1.167751e+01 1.176562e+01 1.185919e+01 1.218652e+01
y_rep[986] 1.161645e+01 1.170496e+01 1.179640e+01 1.209307e+01
y_rep[987] 1.157451e+01 1.166519e+01 1.175597e+01 1.206669e+01
y_rep[988] 1.154186e+01 1.163140e+01 1.171946e+01 1.202989e+01
y_rep[989] 1.207449e+01 1.216600e+01 1.226057e+01 1.258303e+01
y_rep[990] 1.271482e+01 1.280524e+01 1.289663e+01 1.320897e+01
y_rep[991] 1.274050e+01 1.283515e+01 1.292512e+01 1.324808e+01
y_rep[992] 1.263267e+01 1.272269e+01 1.281086e+01 1.310411e+01
y_rep[993] 1.252915e+01 1.262024e+01 1.270682e+01 1.300079e+01
y_rep[994] 1.256142e+01 1.265482e+01 1.274727e+01 1.308789e+01
y_rep[995] 1.250306e+01 1.259302e+01 1.268370e+01 1.296105e+01
y_rep[996] 1.226565e+01 1.235987e+01 1.245080e+01 1.275380e+01
y_rep[997] 1.232901e+01 1.241750e+01 1.250680e+01 1.279556e+01
y_rep[998] 1.205241e+01 1.214399e+01 1.222972e+01 1.253000e+01
y_rep[999] 1.201414e+01 1.210535e+01 1.219198e+01 1.249795e+01
y_rep[1000] 1.218880e+01 1.227921e+01 1.236974e+01 1.267185e+01
y_rep[1001] 1.216072e+01 1.225215e+01 1.234510e+01 1.266681e+01
y_rep[1002] 1.174475e+01 1.183397e+01 1.192360e+01 1.221787e+01
y_rep[1003] 1.216356e+01 1.225284e+01 1.233780e+01 1.262785e+01
y_rep[1004] 1.193204e+01 1.202299e+01 1.211272e+01 1.243540e+01
y_rep[1005] 1.164166e+01 1.173002e+01 1.182225e+01 1.212661e+01
y_rep[1006] 1.163840e+01 1.172888e+01 1.181909e+01 1.212699e+01
y_rep[1007] 1.182954e+01 1.192018e+01 1.201045e+01 1.230612e+01
y_rep[1008] 1.152344e+01 1.161282e+01 1.170527e+01 1.200433e+01
y_rep[1009] 1.147813e+01 1.156985e+01 1.166087e+01 1.195171e+01
y_rep[1010] 1.137571e+01 1.146425e+01 1.155362e+01 1.186350e+01
y_rep[1011] 1.120666e+01 1.129536e+01 1.138271e+01 1.168249e+01
y_rep[1012] 1.045719e+01 1.054691e+01 1.063652e+01 1.093606e+01
y_rep[1013] 1.029459e+01 1.038547e+01 1.047964e+01 1.076841e+01
y_rep[1014] 1.033734e+01 1.043186e+01 1.052522e+01 1.085493e+01
y_rep[1015] 1.026315e+01 1.035308e+01 1.044250e+01 1.075421e+01
y_rep[1016] 1.018007e+01 1.027217e+01 1.036319e+01 1.065781e+01
y_rep[1017] 1.011199e+01 1.019793e+01 1.028978e+01 1.061224e+01
y_rep[1018] 1.017948e+01 1.027293e+01 1.036391e+01 1.066262e+01
y_rep[1019] 1.044497e+01 1.053560e+01 1.063085e+01 1.094969e+01
y_rep[1020] 1.069011e+01 1.078251e+01 1.087512e+01 1.117610e+01
y_rep[1021] 1.100414e+01 1.109264e+01 1.118566e+01 1.153357e+01
y_rep[1022] 1.098828e+01 1.107712e+01 1.116433e+01 1.147576e+01
y_rep[1023] 1.064079e+01 1.072926e+01 1.081934e+01 1.112673e+01
y_rep[1024] 1.070494e+01 1.079526e+01 1.088931e+01 1.119164e+01
y_rep[1025] 1.121389e+01 1.130296e+01 1.139097e+01 1.169264e+01
y_rep[1026] 1.061214e+01 1.070240e+01 1.079116e+01 1.109388e+01
y_rep[1027] 1.061481e+01 1.070259e+01 1.079084e+01 1.109156e+01
y_rep[1028] 1.043020e+01 1.052377e+01 1.061427e+01 1.093352e+01
y_rep[1029] 1.058201e+01 1.067154e+01 1.076124e+01 1.106811e+01
y_rep[1030] 1.048063e+01 1.057213e+01 1.066478e+01 1.096906e+01
y_rep[1031] 1.039100e+01 1.048062e+01 1.056896e+01 1.086691e+01
y_rep[1032] 1.048653e+01 1.057383e+01 1.066210e+01 1.094425e+01
y_rep[1033] 1.060917e+01 1.069926e+01 1.079165e+01 1.107111e+01
y_rep[1034] 1.068097e+01 1.077216e+01 1.086179e+01 1.118559e+01
y_rep[1035] 1.063188e+01 1.071824e+01 1.081131e+01 1.112327e+01
y_rep[1036] 1.055884e+01 1.064996e+01 1.074267e+01 1.104888e+01
y_rep[1037] 1.077143e+01 1.086206e+01 1.095399e+01 1.125772e+01
y_rep[1038] 1.120290e+01 1.129067e+01 1.138235e+01 1.168837e+01
y_rep[1039] 1.137520e+01 1.146606e+01 1.155505e+01 1.185482e+01
y_rep[1040] 1.136130e+01 1.145401e+01 1.154486e+01 1.184798e+01
y_rep[1041] 1.123559e+01 1.132170e+01 1.141488e+01 1.176399e+01
y_rep[1042] 1.083528e+01 1.092716e+01 1.101978e+01 1.132439e+01
y_rep[1043] 1.080029e+01 1.089064e+01 1.097855e+01 1.128277e+01
y_rep[1044] 1.064724e+01 1.073763e+01 1.082635e+01 1.113448e+01
y_rep[1045] 1.088208e+01 1.096853e+01 1.106337e+01 1.136069e+01
y_rep[1046] 1.072224e+01 1.081073e+01 1.090164e+01 1.121566e+01
y_rep[1047] 1.060143e+01 1.069025e+01 1.078088e+01 1.109208e+01
y_rep[1048] 1.058262e+01 1.067226e+01 1.075892e+01 1.107222e+01
y_rep[1049] 1.049776e+01 1.058752e+01 1.067708e+01 1.098420e+01
y_rep[1050] 1.049339e+01 1.058423e+01 1.067719e+01 1.095396e+01
y_rep[1051] 1.072072e+01 1.080933e+01 1.090238e+01 1.122565e+01
y_rep[1052] 1.048773e+01 1.057675e+01 1.066838e+01 1.095994e+01
y_rep[1053] 1.013472e+01 1.022331e+01 1.031846e+01 1.063830e+01
y_rep[1054] 1.007020e+01 1.016245e+01 1.024985e+01 1.056686e+01
y_rep[1055] 1.003686e+01 1.012826e+01 1.021799e+01 1.049606e+01
y_rep[1056] 9.782009e+00 9.873684e+00 9.966443e+00 1.029048e+01
y_rep[1057] 9.980662e+00 1.006824e+01 1.016226e+01 1.047410e+01
y_rep[1058] 9.960614e+00 1.005048e+01 1.014113e+01 1.046884e+01
y_rep[1059] 9.640103e+00 9.729612e+00 9.819845e+00 1.010139e+01
y_rep[1060] 9.313735e+00 9.404475e+00 9.494094e+00 9.798769e+00
y_rep[1061] 8.687945e+00 8.775610e+00 8.862214e+00 9.156333e+00
y_rep[1062] 8.525559e+00 8.617633e+00 8.706451e+00 9.023724e+00
y_rep[1063] 8.800281e+00 8.895152e+00 8.983517e+00 9.287691e+00
y_rep[1064] 9.126729e+00 9.221768e+00 9.310155e+00 9.595144e+00
y_rep[1065] 9.092614e+00 9.181395e+00 9.270857e+00 9.562600e+00
y_rep[1066] 8.638931e+00 8.732101e+00 8.825265e+00 9.118105e+00
y_rep[1067] 8.619242e+00 8.710191e+00 8.798903e+00 9.102035e+00
y_rep[1068] 9.365650e+00 9.452548e+00 9.545152e+00 9.837719e+00
y_rep[1069] 9.350119e+00 9.440725e+00 9.528228e+00 9.819280e+00
y_rep[1070] 9.435247e+00 9.529489e+00 9.616955e+00 9.928095e+00
y_rep[1071] 9.332981e+00 9.423591e+00 9.518095e+00 9.821482e+00
y_rep[1072] 8.880394e+00 8.970306e+00 9.060628e+00 9.353831e+00
y_rep[1073] 8.686702e+00 8.779794e+00 8.868331e+00 9.181581e+00
y_rep[1074] 8.874796e+00 8.969521e+00 9.057545e+00 9.379026e+00
y_rep[1075] 8.993335e+00 9.085797e+00 9.174877e+00 9.470645e+00
y_rep[1076] 9.376721e+00 9.468727e+00 9.558137e+00 9.854437e+00
y_rep[1077] 9.236496e+00 9.323115e+00 9.416377e+00 9.699954e+00
y_rep[1078] 8.973306e+00 9.061584e+00 9.152015e+00 9.490426e+00
y_rep[1079] 8.887358e+00 8.977963e+00 9.071635e+00 9.377892e+00
y_rep[1080] 8.550451e+00 8.640615e+00 8.728565e+00 9.048083e+00
y_rep[1081] 8.791095e+00 8.879951e+00 8.974052e+00 9.276547e+00
y_rep[1082] 8.780857e+00 8.874272e+00 8.961858e+00 9.257535e+00
y_rep[1083] 9.017376e+00 9.104037e+00 9.193565e+00 9.517130e+00
y_rep[1084] 9.025118e+00 9.113916e+00 9.204417e+00 9.513967e+00
y_rep[1085] 8.832527e+00 8.927158e+00 9.013802e+00 9.343342e+00
y_rep[1086] 8.759771e+00 8.853019e+00 8.942275e+00 9.247843e+00
y_rep[1087] 8.587091e+00 8.678699e+00 8.770550e+00 9.080567e+00
y_rep[1088] 8.469000e+00 8.558618e+00 8.650050e+00 8.946835e+00
y_rep[1089] 8.595228e+00 8.685547e+00 8.772355e+00 9.069271e+00
y_rep[1090] 8.385208e+00 8.472304e+00 8.560067e+00 8.875818e+00
y_rep[1091] 7.967005e+00 8.056019e+00 8.149081e+00 8.447376e+00
y_rep[1092] 7.683204e+00 7.774216e+00 7.865045e+00 8.150302e+00
y_rep[1093] 7.766234e+00 7.854488e+00 7.947740e+00 8.244618e+00
y_rep[1094] 7.705853e+00 7.791529e+00 7.884911e+00 8.197865e+00
y_rep[1095] 8.763299e+00 8.855377e+00 8.946693e+00 9.238371e+00
y_rep[1096] 8.907719e+00 8.997085e+00 9.084540e+00 9.383006e+00
y_rep[1097] 8.947825e+00 9.039619e+00 9.131825e+00 9.413161e+00
y_rep[1098] 8.808407e+00 8.897929e+00 8.989764e+00 9.309367e+00
y_rep[1099] 8.783483e+00 8.874359e+00 8.968851e+00 9.296771e+00
y_rep[1100] 8.676508e+00 8.763430e+00 8.853158e+00 9.157213e+00
y_rep[1101] 8.715797e+00 8.806063e+00 8.899032e+00 9.211854e+00
y_rep[1102] 8.669049e+00 8.760415e+00 8.847405e+00 9.161121e+00
y_rep[1103] 8.464030e+00 8.551944e+00 8.643188e+00 8.927337e+00
y_rep[1104] 8.476953e+00 8.566805e+00 8.656277e+00 8.979380e+00
y_rep[1105] 8.499905e+00 8.588319e+00 8.680436e+00 8.966860e+00
y_rep[1106] 8.317937e+00 8.410178e+00 8.498995e+00 8.783586e+00
y_rep[1107] 8.473449e+00 8.561576e+00 8.652741e+00 8.953344e+00
y_rep[1108] 8.304405e+00 8.395664e+00 8.487276e+00 8.811691e+00
y_rep[1109] 8.526656e+00 8.616959e+00 8.706824e+00 9.019207e+00
y_rep[1110] 8.910951e+00 8.999752e+00 9.088733e+00 9.380896e+00
y_rep[1111] 8.902813e+00 8.995877e+00 9.084020e+00 9.381904e+00
y_rep[1112] 8.677732e+00 8.769214e+00 8.858637e+00 9.160206e+00
y_rep[1113] 8.817032e+00 8.907900e+00 8.998675e+00 9.320184e+00
y_rep[1114] 8.734163e+00 8.826597e+00 8.912445e+00 9.213964e+00
y_rep[1115] 8.608117e+00 8.701851e+00 8.791077e+00 9.089553e+00
y_rep[1116] 8.814997e+00 8.910878e+00 8.999841e+00 9.323945e+00
y_rep[1117] 9.261925e+00 9.351988e+00 9.445264e+00 9.733658e+00
y_rep[1118] 8.465315e+00 8.559528e+00 8.650213e+00 8.957656e+00
y_rep[1119] 8.559011e+00 8.649455e+00 8.742316e+00 9.061657e+00
y_rep[1120] 8.356073e+00 8.444453e+00 8.534056e+00 8.841167e+00
y_rep[1121] 8.196994e+00 8.287242e+00 8.377191e+00 8.679573e+00
y_rep[1122] 8.588616e+00 8.678737e+00 8.770715e+00 9.084047e+00
y_rep[1123] 8.560370e+00 8.651977e+00 8.749837e+00 9.043297e+00
y_rep[1124] 8.439018e+00 8.527672e+00 8.619416e+00 8.905724e+00
y_rep[1125] 9.226827e+00 9.313089e+00 9.403200e+00 9.696289e+00
y_rep[1126] 9.193520e+00 9.282760e+00 9.366695e+00 9.662010e+00
y_rep[1127] 9.314013e+00 9.404325e+00 9.495444e+00 9.804652e+00
y_rep[1128] 9.264489e+00 9.352485e+00 9.443726e+00 9.773884e+00
y_rep[1129] 9.384095e+00 9.475175e+00 9.563597e+00 9.865088e+00
y_rep[1130] 9.399929e+00 9.486761e+00 9.576532e+00 9.878488e+00
y_rep[1131] 9.491680e+00 9.581832e+00 9.672435e+00 9.991979e+00
y_rep[1132] 9.315731e+00 9.406117e+00 9.494396e+00 9.811245e+00
y_rep[1133] 8.951483e+00 9.044115e+00 9.131069e+00 9.417967e+00
y_rep[1134] 8.991049e+00 9.081384e+00 9.174821e+00 9.505555e+00
y_rep[1135] 9.350902e+00 9.440619e+00 9.532309e+00 9.843624e+00
y_rep[1136] 9.396174e+00 9.484788e+00 9.575494e+00 9.876927e+00
y_rep[1137] 9.492828e+00 9.587817e+00 9.678544e+00 9.962917e+00
y_rep[1138] 9.453055e+00 9.538963e+00 9.630399e+00 9.919209e+00
y_rep[1139] 9.410584e+00 9.500494e+00 9.590501e+00 9.905260e+00
y_rep[1140] 9.274534e+00 9.362899e+00 9.453409e+00 9.781560e+00
y_rep[1141] 9.217482e+00 9.308871e+00 9.402209e+00 9.694170e+00
y_rep[1142] 9.107134e+00 9.201202e+00 9.295121e+00 9.594598e+00
y_rep[1143] 9.161087e+00 9.252188e+00 9.340205e+00 9.650598e+00
y_rep[1144] 9.194023e+00 9.283883e+00 9.372743e+00 9.671606e+00
y_rep[1145] 9.873534e+00 9.965052e+00 1.005488e+01 1.035056e+01
y_rep[1146] 9.781405e+00 9.875449e+00 9.963633e+00 1.027021e+01
y_rep[1147] 1.032842e+01 1.041480e+01 1.050807e+01 1.081334e+01
y_rep[1148] 9.912325e+00 1.000724e+01 1.009376e+01 1.039888e+01
y_rep[1149] 1.055089e+01 1.064244e+01 1.073078e+01 1.105235e+01
y_rep[1150] 1.031095e+01 1.040499e+01 1.049008e+01 1.079223e+01
y_rep[1151] 1.029095e+01 1.038186e+01 1.047108e+01 1.076093e+01
y_rep[1152] 1.022580e+01 1.031759e+01 1.040470e+01 1.072118e+01
y_rep[1153] 1.013695e+01 1.022437e+01 1.031556e+01 1.062112e+01
y_rep[1154] 1.041701e+01 1.050656e+01 1.059753e+01 1.089547e+01
y_rep[1155] 1.190569e+01 1.199507e+01 1.208810e+01 1.242194e+01
y_rep[1156] 1.112903e+01 1.122467e+01 1.131594e+01 1.166279e+01
y_rep[1157] 1.095517e+01 1.104460e+01 1.113666e+01 1.145930e+01
y_rep[1158] 1.108341e+01 1.117193e+01 1.126117e+01 1.157545e+01
y_rep[1159] 1.095882e+01 1.104595e+01 1.113456e+01 1.144337e+01
y_rep[1160] 1.089167e+01 1.098130e+01 1.107653e+01 1.137143e+01
y_rep[1161] 1.103576e+01 1.112519e+01 1.121477e+01 1.153799e+01
y_rep[1162] 1.087633e+01 1.096363e+01 1.105233e+01 1.136280e+01
y_rep[1163] 1.081642e+01 1.090797e+01 1.099945e+01 1.128236e+01
y_rep[1164] 1.089959e+01 1.098917e+01 1.107787e+01 1.138807e+01
y_rep[1165] 1.095656e+01 1.104648e+01 1.113730e+01 1.143434e+01
y_rep[1166] 1.095065e+01 1.104148e+01 1.112812e+01 1.145848e+01
y_rep[1167] 1.111787e+01 1.120461e+01 1.129245e+01 1.159272e+01
y_rep[1168] 1.076376e+01 1.085371e+01 1.094292e+01 1.125011e+01
y_rep[1169] 1.058896e+01 1.067795e+01 1.076889e+01 1.105882e+01
y_rep[1170] 1.047194e+01 1.056010e+01 1.065345e+01 1.098327e+01
y_rep[1171] 1.027758e+01 1.036892e+01 1.046094e+01 1.075167e+01
y_rep[1172] 9.854689e+00 9.947149e+00 1.003464e+01 1.035109e+01
y_rep[1173] 1.016968e+01 1.025682e+01 1.034737e+01 1.067728e+01
y_rep[1174] 1.006182e+01 1.015150e+01 1.024080e+01 1.052594e+01
y_rep[1175] 1.004039e+01 1.012686e+01 1.021487e+01 1.050909e+01
y_rep[1176] 1.010061e+01 1.019185e+01 1.028293e+01 1.056383e+01
y_rep[1177] 9.908071e+00 9.995451e+00 1.008782e+01 1.041673e+01
y_rep[1178] 9.380168e+00 9.468208e+00 9.556728e+00 9.880972e+00
y_rep[1179] 9.539322e+00 9.626863e+00 9.714279e+00 1.001538e+01
y_rep[1180] 9.622462e+00 9.713423e+00 9.805747e+00 1.010090e+01
y_rep[1181] 9.543696e+00 9.630112e+00 9.720912e+00 1.004027e+01
y_rep[1182] 9.482771e+00 9.570158e+00 9.659827e+00 9.959991e+00
y_rep[1183] 9.403711e+00 9.493608e+00 9.586459e+00 9.881432e+00
y_rep[1184] 9.879054e+00 9.968790e+00 1.006019e+01 1.036340e+01
y_rep[1185] 9.965795e+00 1.005759e+01 1.014981e+01 1.047161e+01
y_rep[1186] 9.845350e+00 9.934386e+00 1.002554e+01 1.034990e+01
y_rep[1187] 9.624872e+00 9.716554e+00 9.807190e+00 1.010271e+01
y_rep[1188] 1.012028e+01 1.021280e+01 1.030460e+01 1.060220e+01
y_rep[1189] 1.020456e+01 1.029453e+01 1.038592e+01 1.069800e+01
y_rep[1190] 9.973523e+00 1.006303e+01 1.015040e+01 1.046114e+01
y_rep[1191] 1.010565e+01 1.019591e+01 1.028514e+01 1.061352e+01
y_rep[1192] 9.930657e+00 1.002462e+01 1.011455e+01 1.042547e+01
y_rep[1193] 1.021155e+01 1.030317e+01 1.039239e+01 1.070039e+01
y_rep[1194] 1.035087e+01 1.044618e+01 1.053605e+01 1.084124e+01
y_rep[1195] 1.012698e+01 1.021658e+01 1.030379e+01 1.061354e+01
y_rep[1196] 1.128593e+01 1.137743e+01 1.146816e+01 1.176074e+01
y_rep[1197] 1.142492e+01 1.151701e+01 1.160724e+01 1.190722e+01
y_rep[1198] 1.121686e+01 1.130238e+01 1.139098e+01 1.170575e+01
y_rep[1199] 1.129597e+01 1.138656e+01 1.147725e+01 1.177393e+01
y_rep[1200] 1.139482e+01 1.149087e+01 1.157883e+01 1.189557e+01
y_rep[1201] 1.119562e+01 1.128358e+01 1.137602e+01 1.167686e+01
y_rep[1202] 1.101735e+01 1.110557e+01 1.119597e+01 1.150952e+01
y_rep[1203] 1.113207e+01 1.121869e+01 1.131045e+01 1.162415e+01
y_rep[1204] 1.093265e+01 1.102060e+01 1.111214e+01 1.141383e+01
y_rep[1205] 1.091534e+01 1.100557e+01 1.109622e+01 1.142590e+01
y_rep[1206] 1.096586e+01 1.105501e+01 1.114525e+01 1.142770e+01
y_rep[1207] 1.081639e+01 1.090735e+01 1.099484e+01 1.129411e+01
y_rep[1208] 1.077379e+01 1.086104e+01 1.094805e+01 1.125697e+01
y_rep[1209] 1.091384e+01 1.100391e+01 1.109606e+01 1.139711e+01
y_rep[1210] 1.086781e+01 1.095723e+01 1.104815e+01 1.135650e+01
y_rep[1211] 1.044958e+01 1.054009e+01 1.062722e+01 1.092877e+01
y_rep[1212] 1.055225e+01 1.064516e+01 1.073729e+01 1.104266e+01
y_rep[1213] 1.049755e+01 1.059133e+01 1.067847e+01 1.099007e+01
y_rep[1214] 1.048633e+01 1.057742e+01 1.066797e+01 1.097841e+01
y_rep[1215] 1.100193e+01 1.109308e+01 1.118467e+01 1.149009e+01
y_rep[1216] 1.097203e+01 1.106118e+01 1.115194e+01 1.146518e+01
y_rep[1217] 1.064819e+01 1.073899e+01 1.082918e+01 1.114660e+01
y_rep[1218] 1.060491e+01 1.069485e+01 1.078432e+01 1.107129e+01
y_rep[1219] 9.743082e+00 9.833814e+00 9.931835e+00 1.024155e+01
y_rep[1220] 9.436233e+00 9.529862e+00 9.617734e+00 9.929265e+00
y_rep[1221] 9.928458e+00 1.001967e+01 1.011281e+01 1.041948e+01
y_rep[1222] 1.033611e+01 1.042938e+01 1.051792e+01 1.081912e+01
y_rep[1223] 9.730340e+00 9.822490e+00 9.916987e+00 1.021293e+01
y_rep[1224] 9.928553e+00 1.001704e+01 1.010684e+01 1.039953e+01
y_rep[1225] 9.749989e+00 9.842432e+00 9.936794e+00 1.022293e+01
y_rep[1226] 9.823788e+00 9.916904e+00 1.000700e+01 1.032080e+01
y_rep[1227] 1.014886e+01 1.023984e+01 1.033227e+01 1.064088e+01
y_rep[1228] 1.017927e+01 1.027095e+01 1.036217e+01 1.067417e+01
y_rep[1229] 9.961324e+00 1.005183e+01 1.014148e+01 1.044579e+01
y_rep[1230] 9.842979e+00 9.932664e+00 1.002600e+01 1.033913e+01
y_rep[1231] 9.645986e+00 9.736064e+00 9.827099e+00 1.013584e+01
y_rep[1232] 9.609921e+00 9.696016e+00 9.782803e+00 1.005388e+01
y_rep[1233] 9.473959e+00 9.566108e+00 9.655415e+00 9.928212e+00
y_rep[1234] 9.443586e+00 9.533343e+00 9.622318e+00 9.934186e+00
y_rep[1235] 9.344188e+00 9.436168e+00 9.526369e+00 9.811016e+00
y_rep[1236] 9.155657e+00 9.244574e+00 9.331939e+00 9.641044e+00
y_rep[1237] 9.270088e+00 9.358557e+00 9.448996e+00 9.752787e+00
y_rep[1238] 8.983504e+00 9.072970e+00 9.166496e+00 9.481220e+00
y_rep[1239] 9.210273e+00 9.300272e+00 9.387092e+00 9.683264e+00
y_rep[1240] 9.003929e+00 9.092705e+00 9.181664e+00 9.502078e+00
y_rep[1241] 8.967663e+00 9.058590e+00 9.151070e+00 9.449203e+00
y_rep[1242] 9.149918e+00 9.238327e+00 9.327056e+00 9.615903e+00
y_rep[1243] 9.187479e+00 9.277122e+00 9.362369e+00 9.665958e+00
y_rep[1244] 8.903633e+00 8.992111e+00 9.087175e+00 9.427784e+00
y_rep[1245] 8.770637e+00 8.861471e+00 8.953071e+00 9.263115e+00
y_rep[1246] 8.984044e+00 9.075649e+00 9.167077e+00 9.485743e+00
y_rep[1247] 8.876422e+00 8.967901e+00 9.057060e+00 9.361686e+00
y_rep[1248] 8.664514e+00 8.751986e+00 8.846411e+00 9.153732e+00
y_rep[1249] 8.587399e+00 8.680288e+00 8.766899e+00 9.059839e+00
y_rep[1250] 8.351999e+00 8.444851e+00 8.535789e+00 8.844845e+00
y_rep[1251] 8.189758e+00 8.282266e+00 8.370962e+00 8.671864e+00
y_rep[1252] 8.202734e+00 8.291461e+00 8.383050e+00 8.685771e+00
y_rep[1253] 8.128838e+00 8.218871e+00 8.309704e+00 8.611612e+00
y_rep[1254] 8.330514e+00 8.419725e+00 8.511451e+00 8.817120e+00
y_rep[1255] 8.166418e+00 8.251807e+00 8.339153e+00 8.664244e+00
y_rep[1256] 8.203444e+00 8.296056e+00 8.386714e+00 8.679516e+00
y_rep[1257] 9.303842e+00 9.393043e+00 9.478022e+00 9.788705e+00
y_rep[1258] 9.478565e+00 9.566013e+00 9.659590e+00 9.965735e+00
y_rep[1259] 9.279646e+00 9.368425e+00 9.459650e+00 9.783191e+00
y_rep[1260] 9.375080e+00 9.467162e+00 9.557530e+00 9.846624e+00
y_rep[1261] 9.126910e+00 9.216396e+00 9.302116e+00 9.605248e+00
y_rep[1262] 8.702799e+00 8.792242e+00 8.880091e+00 9.193290e+00
y_rep[1263] 8.967692e+00 9.055831e+00 9.144597e+00 9.414767e+00
y_rep[1264] 9.248779e+00 9.339033e+00 9.428239e+00 9.735885e+00
y_rep[1265] 8.945638e+00 9.036252e+00 9.125025e+00 9.425477e+00
y_rep[1266] 8.755647e+00 8.846015e+00 8.940021e+00 9.242626e+00
y_rep[1267] 8.858700e+00 8.948124e+00 9.039506e+00 9.321977e+00
y_rep[1268] 8.756906e+00 8.853063e+00 8.946470e+00 9.242991e+00
y_rep[1269] 8.777811e+00 8.866050e+00 8.954397e+00 9.238195e+00
y_rep[1270] 8.989798e+00 9.078636e+00 9.170529e+00 9.463105e+00
y_rep[1271] 9.042690e+00 9.133239e+00 9.223049e+00 9.507068e+00
y_rep[1272] 9.069848e+00 9.162140e+00 9.253262e+00 9.574304e+00
y_rep[1273] 9.159219e+00 9.253072e+00 9.345924e+00 9.645777e+00
y_rep[1274] 9.298753e+00 9.388415e+00 9.479938e+00 9.787026e+00
y_rep[1275] 9.246655e+00 9.339310e+00 9.431712e+00 9.750750e+00
y_rep[1276] 9.292180e+00 9.381179e+00 9.471076e+00 9.787725e+00
y_rep[1277] 9.176121e+00 9.269944e+00 9.364758e+00 9.681067e+00
y_rep[1278] 9.128987e+00 9.218767e+00 9.309038e+00 9.620729e+00
y_rep[1279] 9.011759e+00 9.102198e+00 9.193155e+00 9.501472e+00
y_rep[1280] 8.579378e+00 8.672939e+00 8.765272e+00 9.070630e+00
y_rep[1281] 8.439944e+00 8.533124e+00 8.622385e+00 8.951068e+00
y_rep[1282] 8.771836e+00 8.864779e+00 8.952847e+00 9.265932e+00
y_rep[1283] 8.499394e+00 8.591173e+00 8.677263e+00 8.972927e+00
y_rep[1284] 8.354559e+00 8.448134e+00 8.536738e+00 8.852527e+00
y_rep[1285] 8.494337e+00 8.585822e+00 8.674324e+00 8.976852e+00
y_rep[1286] 8.123425e+00 8.215995e+00 8.304682e+00 8.625381e+00
y_rep[1287] 7.926012e+00 8.013867e+00 8.104607e+00 8.412394e+00
y_rep[1288] 9.090081e+00 9.179663e+00 9.271431e+00 9.578951e+00
y_rep[1289] 8.868622e+00 8.960036e+00 9.048735e+00 9.339279e+00
y_rep[1290] 8.828363e+00 8.918216e+00 9.008030e+00 9.293273e+00
y_rep[1291] 8.902294e+00 8.992450e+00 9.080259e+00 9.400771e+00
y_rep[1292] 8.738112e+00 8.831106e+00 8.923287e+00 9.202407e+00
y_rep[1293] 8.419262e+00 8.510303e+00 8.597946e+00 8.906204e+00
y_rep[1294] 8.357595e+00 8.448115e+00 8.540197e+00 8.850589e+00
y_rep[1295] 8.241771e+00 8.334654e+00 8.425212e+00 8.720489e+00
y_rep[1296] 8.074686e+00 8.170285e+00 8.259879e+00 8.562910e+00
y_rep[1297] 8.013860e+00 8.104923e+00 8.191826e+00 8.497043e+00
y_rep[1298] 8.000898e+00 8.094609e+00 8.181853e+00 8.509150e+00
y_rep[1299] 7.700915e+00 7.790136e+00 7.878962e+00 8.187236e+00
y_rep[1300] 7.895865e+00 7.986898e+00 8.075698e+00 8.362067e+00
y_rep[1301] 7.613678e+00 7.702608e+00 7.789318e+00 8.109498e+00
y_rep[1302] 7.788838e+00 7.878408e+00 7.967786e+00 8.273910e+00
y_rep[1303] 7.821507e+00 7.905761e+00 7.995208e+00 8.282649e+00
y_rep[1304] 7.837501e+00 7.926731e+00 8.016761e+00 8.340130e+00
y_rep[1305] 7.839991e+00 7.933519e+00 8.024533e+00 8.372004e+00
y_rep[1306] 8.176179e+00 8.266308e+00 8.359468e+00 8.650678e+00
y_rep[1307] 7.984132e+00 8.071082e+00 8.165312e+00 8.468260e+00
y_rep[1308] 7.913723e+00 8.008990e+00 8.096883e+00 8.419208e+00
y_rep[1309] 7.948511e+00 8.037369e+00 8.125245e+00 8.445170e+00
y_rep[1310] 8.221555e+00 8.309746e+00 8.401053e+00 8.711717e+00
y_rep[1311] 7.722789e+00 7.812932e+00 7.903651e+00 8.215642e+00
y_rep[1312] 8.301833e+00 8.392349e+00 8.483247e+00 8.802593e+00
y_rep[1313] 8.190982e+00 8.280884e+00 8.374452e+00 8.675253e+00
y_rep[1314] 8.302412e+00 8.394685e+00 8.483877e+00 8.782351e+00
y_rep[1315] 8.215413e+00 8.306503e+00 8.398978e+00 8.686360e+00
y_rep[1316] 8.134961e+00 8.227043e+00 8.316874e+00 8.635337e+00
y_rep[1317] 8.332843e+00 8.425992e+00 8.516751e+00 8.811626e+00
y_rep[1318] 8.335027e+00 8.425813e+00 8.512629e+00 8.814760e+00
y_rep[1319] 9.399873e+00 9.487689e+00 9.579753e+00 9.881689e+00
y_rep[1320] 9.603410e+00 9.695884e+00 9.786132e+00 1.011645e+01
y_rep[1321] 9.447805e+00 9.541356e+00 9.630726e+00 9.967662e+00
y_rep[1322] 9.545477e+00 9.635622e+00 9.725624e+00 1.003778e+01
y_rep[1323] 9.435582e+00 9.529242e+00 9.618386e+00 9.913416e+00
y_rep[1324] 9.502963e+00 9.590635e+00 9.682732e+00 9.981105e+00
y_rep[1325] 9.962019e+00 1.004992e+01 1.014343e+01 1.046565e+01
y_rep[1326] 9.667275e+00 9.755747e+00 9.846839e+00 1.014408e+01
y_rep[1327] 9.556995e+00 9.646385e+00 9.736011e+00 1.002052e+01
y_rep[1328] 9.532781e+00 9.622753e+00 9.713357e+00 1.002112e+01
y_rep[1329] 9.412975e+00 9.501089e+00 9.593120e+00 9.897312e+00
y_rep[1330] 9.610509e+00 9.702433e+00 9.789894e+00 1.011073e+01
y_rep[1331] 9.938982e+00 1.002918e+01 1.011866e+01 1.044234e+01
y_rep[1332] 9.724969e+00 9.814733e+00 9.908513e+00 1.022717e+01
y_rep[1333] 9.562203e+00 9.651725e+00 9.742275e+00 1.003786e+01
y_rep[1334] 9.507477e+00 9.598281e+00 9.683868e+00 9.995731e+00
y_rep[1335] 9.360067e+00 9.447604e+00 9.535412e+00 9.842806e+00
y_rep[1336] 9.753789e+00 9.842908e+00 9.930173e+00 1.026708e+01
y_rep[1337] 9.824969e+00 9.917237e+00 1.001160e+01 1.032621e+01
y_rep[1338] 9.542274e+00 9.630753e+00 9.726115e+00 1.001897e+01
y_rep[1339] 9.530495e+00 9.620596e+00 9.714019e+00 1.002992e+01
y_rep[1340] 9.596610e+00 9.692005e+00 9.782982e+00 1.010310e+01
y_rep[1341] 9.642342e+00 9.734267e+00 9.826879e+00 1.012801e+01
y_rep[1342] 9.820813e+00 9.911192e+00 1.000010e+01 1.032211e+01
y_rep[1343] 9.798765e+00 9.889700e+00 9.980450e+00 1.031185e+01
y_rep[1344] 9.844087e+00 9.934288e+00 1.002625e+01 1.032957e+01
y_rep[1345] 9.669623e+00 9.756974e+00 9.847402e+00 1.015892e+01
y_rep[1346] 9.701346e+00 9.793702e+00 9.885451e+00 1.019951e+01
y_rep[1347] 9.573351e+00 9.665656e+00 9.758877e+00 1.007607e+01
y_rep[1348] 9.522930e+00 9.610694e+00 9.700731e+00 9.981656e+00
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log_lik[1318] 9.204749e-01 9.468092e-01 9.734838e-01 1.019773e+00
log_lik[1319] 1.979684e-01 2.341342e-01 2.712919e-01 3.363757e-01
log_lik[1320] -9.557255e-02 -4.896338e-02 -1.886772e-03 8.891861e-02
log_lik[1321] 4.999625e-01 5.314766e-01 5.630648e-01 6.205436e-01
log_lik[1322] 1.113530e+00 1.134085e+00 1.154099e+00 1.192077e+00
log_lik[1323] 5.989960e-01 6.264420e-01 6.545506e-01 7.040276e-01
log_lik[1324] 3.981188e-01 4.314677e-01 4.651700e-01 5.247137e-01
log_lik[1325] 5.207010e-02 8.788730e-02 1.242618e-01 1.900495e-01
log_lik[1326] 1.101043e+00 1.121109e+00 1.141204e+00 1.180812e+00
log_lik[1327] 9.400400e-01 9.621552e-01 9.834221e-01 1.025030e+00
log_lik[1328] 3.506709e-01 3.964338e-01 4.425238e-01 5.288046e-01
log_lik[1329] 9.563216e-01 9.787305e-01 1.001030e+00 1.042538e+00
log_lik[1330] 7.512173e-01 7.808455e-01 8.093902e-01 8.634011e-01
log_lik[1331] 8.687563e-01 8.986896e-01 9.274004e-01 9.807627e-01
log_lik[1332] 1.061790e+00 1.084596e+00 1.107892e+00 1.149578e+00
log_lik[1333] 1.119895e+00 1.140456e+00 1.160488e+00 1.198985e+00
log_lik[1334] 9.804257e-01 1.007493e+00 1.033247e+00 1.081843e+00
log_lik[1335] -1.684981e+00 -1.641059e+00 -1.596782e+00 -1.512779e+00
log_lik[1336] 9.897559e-01 1.022599e+00 1.052797e+00 1.106613e+00
log_lik[1337] 2.401021e-01 2.826691e-01 3.275324e-01 4.035214e-01
log_lik[1338] 1.113497e+00 1.134023e+00 1.154344e+00 1.194199e+00
log_lik[1339] 6.507921e-01 6.874590e-01 7.217901e-01 7.868753e-01
log_lik[1340] 1.100288e+00 1.121672e+00 1.141853e+00 1.181822e+00
log_lik[1341] 2.989683e-01 3.356153e-01 3.708080e-01 4.418082e-01
log_lik[1342] 7.671599e-01 8.364405e-01 9.054216e-01 1.016429e+00
log_lik[1343] 7.449847e-01 7.846052e-01 8.243471e-01 8.944196e-01
log_lik[1344] 8.581550e-01 8.945752e-01 9.281641e-01 9.895498e-01
log_lik[1345] 1.094944e+00 1.115390e+00 1.135132e+00 1.173260e+00
log_lik[1346] 7.593245e-01 7.886211e-01 8.178139e-01 8.720366e-01
log_lik[1347] 7.602292e-01 7.858355e-01 8.118697e-01 8.606138e-01
log_lik[1348] 7.598453e-01 7.862647e-01 8.123096e-01 8.586031e-01
log_lik[1349] 1.461932e-01 1.906958e-01 2.324214e-01 3.100239e-01
log_lik[1350] 1.105415e+00 1.126113e+00 1.145877e+00 1.183693e+00
log_lik[1351] 1.084651e+00 1.104828e+00 1.124075e+00 1.163160e+00
log_lik[1352] 1.119791e+00 1.140458e+00 1.160383e+00 1.198942e+00
log_lik[1353] 1.091722e+00 1.111660e+00 1.132376e+00 1.173402e+00
log_lik[1354] 1.015949e+00 1.035817e+00 1.057426e+00 1.097218e+00
log_lik[1355] 9.982291e-01 1.027054e+00 1.055714e+00 1.107702e+00
log_lik[1356] 1.119343e+00 1.139684e+00 1.159609e+00 1.198223e+00
log_lik[1357] 6.193003e-01 6.504162e-01 6.805408e-01 7.342236e-01
log_lik[1358] -1.322488e+00 -1.283003e+00 -1.241097e+00 -1.160170e+00
log_lik[1359] 8.116680e-01 8.423152e-01 8.721718e-01 9.284701e-01
log_lik[1360] 1.592807e-01 1.995521e-01 2.398963e-01 3.115634e-01
log_lik[1361] -5.617193e-01 -5.189189e-01 -4.756548e-01 -3.925849e-01
log_lik[1362] 5.374691e-01 5.774470e-01 6.163418e-01 6.854895e-01
log_lik[1363] 9.296307e-01 9.576597e-01 9.847568e-01 1.034205e+00
log_lik[1364] 6.875796e-01 7.310252e-01 7.716160e-01 8.433817e-01
log_lik[1365] -1.918510e+00 -1.873124e+00 -1.826348e+00 -1.741075e+00
log_lik[1366] 1.118929e+00 1.139159e+00 1.159389e+00 1.197889e+00
log_lik[1367] 9.124821e-01 9.432624e-01 9.757065e-01 1.027401e+00
log_lik[1368] 9.231212e-01 9.506593e-01 9.782245e-01 1.028469e+00
log_lik[1369] 1.069721e+00 1.092317e+00 1.114112e+00 1.156456e+00
log_lik[1370] 7.199682e-01 7.638969e-01 8.078618e-01 8.844807e-01
log_lik[1371] -5.368816e-01 -4.827223e-01 -4.302264e-01 -3.275484e-01
log_lik[1372] 9.591644e-01 9.884379e-01 1.017215e+00 1.067129e+00
log_lik[1373] -2.453443e-01 -1.940380e-01 -1.418082e-01 -4.347128e-02
log_lik[1374] 1.109233e+00 1.130221e+00 1.150517e+00 1.190050e+00
log_lik[1375] 7.077359e-01 7.399402e-01 7.728063e-01 8.323988e-01
log_lik[1376] 7.476580e-01 7.830758e-01 8.172365e-01 8.808160e-01
log_lik[1377] 9.381064e-01 9.648979e-01 9.922408e-01 1.041113e+00
log_lik[1378] 7.403182e-01 7.754964e-01 8.112443e-01 8.724006e-01
log_lik[1379] 1.117287e+00 1.137861e+00 1.157599e+00 1.197139e+00
log_lik[1380] 9.107528e-01 9.473107e-01 9.817748e-01 1.044308e+00
log_lik[1381] 4.177192e-01 4.671231e-01 5.140514e-01 5.966650e-01
log_lik[1382] 1.400125e-01 1.843096e-01 2.252386e-01 3.044058e-01
log_lik[1383] 8.360382e-01 8.750580e-01 9.125593e-01 9.792093e-01
log_lik[1384] 1.114268e+00 1.134972e+00 1.154836e+00 1.194741e+00
log_lik[1385] 1.038729e+00 1.065927e+00 1.090615e+00 1.136314e+00
log_lik[1386] 3.680372e-01 4.068620e-01 4.442785e-01 5.138245e-01
log_lik[1387] 9.874068e-01 1.012352e+00 1.036513e+00 1.082626e+00
log_lik[1388] 1.060884e+00 1.083575e+00 1.105321e+00 1.147007e+00
log_lik[1389] 9.772567e-01 1.008002e+00 1.036972e+00 1.091514e+00
log_lik[1390] 1.103565e+00 1.124292e+00 1.144669e+00 1.184692e+00
log_lik[1391] 1.095475e+00 1.117279e+00 1.138018e+00 1.177897e+00
log_lik[1392] 1.093900e+00 1.114770e+00 1.135440e+00 1.174906e+00
log_lik[1393] 1.113090e+00 1.133970e+00 1.154443e+00 1.193333e+00
log_lik[1394] 4.761181e-01 5.178500e-01 5.600016e-01 6.343992e-01
log_lik[1395] 7.472145e-01 7.795618e-01 8.130033e-01 8.741771e-01
log_lik[1396] -2.580247e-01 -2.020192e-01 -1.425127e-01 -3.462652e-02
log_lik[1397] -1.492287e-01 -1.003610e-01 -5.046245e-02 3.864614e-02
log_lik[1398] -5.154218e-01 -4.699874e-01 -4.243589e-01 -3.344891e-01
log_lik[1399] -1.893873e+00 -1.826745e+00 -1.757185e+00 -1.625356e+00
log_lik[1400] 6.945460e-01 7.319781e-01 7.666606e-01 8.326436e-01
log_lik[1401] -9.736432e-01 -9.230262e-01 -8.721638e-01 -7.776437e-01
log_lik[1402] 9.241968e-01 9.573805e-01 9.882179e-01 1.041598e+00
log_lik[1403] -2.370818e-01 -1.999525e-01 -1.619723e-01 -8.979858e-02
log_lik[1404] 7.901279e-01 8.195655e-01 8.488732e-01 9.004057e-01
log_lik[1405] 1.105086e+00 1.125989e+00 1.146378e+00 1.185257e+00
log_lik[1406] 9.467763e-01 9.760016e-01 1.003146e+00 1.051797e+00
log_lik[1407] 8.155550e-01 8.443039e-01 8.710937e-01 9.216024e-01
log_lik[1408] 1.118565e+00 1.138909e+00 1.159096e+00 1.197344e+00
log_lik[1409] 1.050492e+00 1.074701e+00 1.097633e+00 1.143169e+00
log_lik[1410] -1.886324e+00 -1.835119e+00 -1.785662e+00 -1.693448e+00
log_lik[1411] 1.116772e+00 1.138055e+00 1.157779e+00 1.196398e+00
log_lik[1412] -1.517496e-01 -1.025353e-01 -5.241294e-02 4.863425e-02
log_lik[1413] -1.135702e+00 -1.095730e+00 -1.056489e+00 -9.792296e-01
log_lik[1414] -4.772914e-02 6.395717e-02 1.760659e-01 3.761527e-01
log_lik[1415] -3.650008e+00 -3.565822e+00 -3.485027e+00 -3.340877e+00
log_lik[1416] -7.719037e-01 -7.214085e-01 -6.712717e-01 -5.801896e-01
log_lik[1417] -3.542745e-01 -3.145081e-01 -2.746184e-01 -1.974764e-01
log_lik[1418] 7.958928e-01 8.455992e-01 8.909999e-01 9.726338e-01
log_lik[1419] -2.497058e+00 -2.421992e+00 -2.345707e+00 -2.195225e+00
log_lik[1420] 1.082906e+00 1.110249e+00 1.135926e+00 1.180919e+00
log_lik[1421] -5.764424e-01 -5.330081e-01 -4.887067e-01 -4.056292e-01
log_lik[1422] 5.528202e-01 6.031123e-01 6.492898e-01 7.320346e-01
log_lik[1423] -8.641118e-01 -8.073316e-01 -7.473808e-01 -6.368441e-01
log_lik[1424] -6.781929e+00 -6.614545e+00 -6.442907e+00 -6.139612e+00
log_lik[1425] -4.079399e+00 -3.968543e+00 -3.856184e+00 -3.652772e+00
log_lik[1426] -3.711463e-01 -2.992978e-01 -2.276944e-01 -9.696659e-02
log_lik[1427] 6.358061e-01 8.034766e-01 9.309325e-01 1.102039e+00
log_lik[1428] -1.136201e+00 -9.956494e-01 -8.600051e-01 -5.993901e-01
log_lik[1429] 6.937324e-01 7.551710e-01 8.165539e-01 9.177149e-01
log_lik[1430] 6.637062e-01 7.122108e-01 7.582591e-01 8.415767e-01
log_lik[1431] -2.516444e-01 -1.506162e-01 -5.074999e-02 1.315218e-01
log_lik[1432] 5.262331e-01 6.465151e-01 7.545497e-01 9.297594e-01
log_lik[1433] -2.598345e+00 -2.503948e+00 -2.408624e+00 -2.230878e+00
log_lik[1434] 1.026004e+00 1.057491e+00 1.087012e+00 1.138901e+00
log_lik[1435] 2.221132e-01 2.974708e-01 3.702601e-01 4.995331e-01
log_lik[1436] 8.337788e-01 8.959462e-01 9.512319e-01 1.041967e+00
log_lik[1437] 1.038993e+00 1.068718e+00 1.097521e+00 1.147846e+00
log_lik[1438] -6.061139e-01 -5.029740e-01 -3.969731e-01 -1.906147e-01
log_lik[1439] -1.876279e-01 -1.143733e-01 -4.480497e-02 8.642398e-02
log_lik[1440] 4.208356e-01 4.781649e-01 5.306006e-01 6.308094e-01
log_lik[1441] 8.819114e-01 9.265778e-01 9.711919e-01 1.041961e+00
log_lik[1442] 1.056921e+00 1.091225e+00 1.122912e+00 1.174339e+00
log_lik[1443] 6.087443e-01 6.633750e-01 7.139699e-01 8.037629e-01
log_lik[1444] 1.424398e-01 2.360045e-01 3.244522e-01 4.847406e-01
log_lik[1445] -6.370415e-01 -5.503723e-01 -4.687954e-01 -3.122278e-01
log_lik[1446] 9.492341e-01 9.928240e-01 1.032401e+00 1.096652e+00
log_lik[1447] -1.863008e-01 -6.577329e-02 5.002096e-02 2.698433e-01
log_lik[1448] 5.658486e-01 6.100086e-01 6.488277e-01 7.228622e-01
log_lik[1449] -7.337056e-01 -6.879750e-01 -6.437584e-01 -5.579883e-01
log_lik[1450] -5.769411e+00 -5.634205e+00 -5.503129e+00 -5.262459e+00
log_lik[1451] 7.196416e-01 8.371392e-01 9.367514e-01 1.085277e+00
log_lik[1452] 9.973010e-01 1.039073e+00 1.075744e+00 1.135738e+00
log_lik[1453] 4.649132e-02 9.162026e-02 1.377055e-01 2.178422e-01
log_lik[1454] 3.403594e-01 4.068633e-01 4.698900e-01 5.842451e-01
log_lik[1455] -1.166861e+00 -1.076573e+00 -9.818970e-01 -8.076057e-01
log_lik[1456] 1.042590e+00 1.073822e+00 1.103035e+00 1.153970e+00
log_lik[1457] 3.082723e-01 3.998777e-01 4.854029e-01 6.352034e-01
log_lik[1458] 3.306597e-01 3.823148e-01 4.329578e-01 5.230871e-01
log_lik[1459] 6.881801e-01 7.580549e-01 8.255738e-01 9.367328e-01
log_lik[1460] -4.254001e+00 -4.163500e+00 -4.078909e+00 -3.917718e+00
y_hat 1.221493e+01 1.230635e+01 1.239738e+01 1.271426e+01
lp__ 1.324906e+03 1.326419e+03 1.327674e+03 1.329268e+03
n_eff Rhat
alpha 5834.900 1.0001778
beta[1] 4215.774 0.9997978
beta[2] 4247.410 1.0005838
beta[3] 3759.451 0.9997714
beta_mu[1] 5710.857 1.0001329
beta_mu[2] 5642.476 0.9995034
beta_mu[3] 5003.823 0.9998800
sigma 4323.397 1.0009847
nu 4310.339 1.0000518
mu[1] 5684.334 0.9998598
mu[2] 5621.733 0.9998219
mu[3] 4963.380 0.9997788
mu[4] 5277.414 0.9998419
mu[5] 4635.890 1.0000967
mu[6] 5306.968 0.9999442
mu[7] 4323.635 0.9999622
mu[8] 4005.917 0.9996754
mu[9] 5700.452 0.9998299
mu[10] 5514.113 0.9999012
mu[11] 5705.950 0.9998915
mu[12] 5305.604 0.9997863
mu[13] 5916.994 0.9998928
mu[14] 5687.866 0.9998039
mu[15] 4627.165 1.0002013
mu[16] 5718.621 1.0000725
mu[17] 4336.013 0.9998248
mu[18] 5099.041 0.9998221
mu[19] 5688.867 0.9998296
mu[20] 5318.777 0.9999945
mu[21] 5589.353 0.9999035
mu[22] 5879.473 0.9999760
mu[23] 5495.108 0.9998387
mu[24] 5715.583 0.9998806
mu[25] 5770.469 0.9998516
mu[26] 4948.779 1.0001385
mu[27] 4883.098 1.0004611
mu[28] 4313.001 0.9996434
mu[29] 5737.031 0.9999256
mu[30] 5074.644 1.0002414
mu[31] 4661.170 1.0001542
mu[32] 4872.596 0.9999480
mu[33] 5418.292 1.0001480
mu[34] 5726.314 1.0000500
mu[35] 4355.779 0.9998073
mu[36] 4956.279 1.0002324
mu[37] 4759.732 1.0003226
mu[38] 4580.297 1.0005412
mu[39] 5726.674 0.9999622
mu[40] 4906.565 0.9999482
mu[41] 5766.787 0.9999751
mu[42] 5115.223 0.9999569
mu[43] 5864.219 1.0000493
mu[44] 4959.380 1.0004859
mu[45] 5176.599 0.9998682
mu[46] 4856.307 0.9999539
mu[47] 4514.714 1.0002623
mu[48] 4877.512 1.0004133
mu[49] 4809.672 1.0004547
mu[50] 4608.925 1.0003803
mu[51] 4907.691 1.0002001
mu[52] 4603.826 1.0002266
mu[53] 5751.600 1.0000076
mu[54] 5638.206 1.0001350
mu[55] 4168.480 0.9997590
mu[56] 5759.772 1.0001866
mu[57] 4532.810 1.0000862
mu[58] 5816.651 0.9999927
mu[59] 5416.593 0.9999317
mu[60] 5502.015 1.0000674
mu[61] 4012.164 0.9995665
mu[62] 4749.174 0.9998813
mu[63] 4965.937 0.9998837
mu[64] 5396.475 0.9999554
mu[65] 4836.636 0.9998526
mu[66] 5432.028 1.0001549
mu[67] 5441.483 1.0000110
mu[68] 5183.504 1.0003877
mu[69] 4417.798 0.9998022
mu[70] 5031.613 1.0001311
mu[71] 4493.710 1.0000122
mu[72] 4865.869 1.0002652
mu[73] 5061.131 1.0000518
mu[74] 5618.253 1.0001971
mu[75] 4822.743 0.9999304
mu[76] 4808.920 1.0002669
mu[77] 5709.714 1.0001509
mu[78] 5340.454 1.0000285
mu[79] 5245.937 0.9999780
mu[80] 4641.230 0.9997888
mu[81] 5365.247 1.0002879
mu[82] 5677.115 1.0001268
mu[83] 5326.671 0.9999908
mu[84] 4396.768 1.0003515
mu[85] 5457.625 1.0003106
mu[86] 4969.463 1.0005029
mu[87] 4980.956 1.0004107
mu[88] 5135.839 0.9999709
mu[89] 5049.792 0.9999108
mu[90] 4842.499 1.0001327
mu[91] 5591.595 1.0001258
mu[92] 5648.760 1.0000956
mu[93] 5678.549 1.0001218
mu[94] 5198.291 1.0001430
mu[95] 4951.132 1.0001714
mu[96] 4882.452 1.0002099
mu[97] 5522.426 1.0002920
mu[98] 5236.487 1.0002573
mu[99] 5215.545 1.0001102
mu[100] 5626.811 1.0002598
mu[101] 4236.415 1.0001664
mu[102] 4547.493 0.9998155
mu[103] 5544.499 1.0001140
mu[104] 4520.305 1.0004417
mu[105] 4761.252 0.9998368
mu[106] 4819.564 0.9999133
mu[107] 5663.614 1.0001449
mu[108] 5063.521 1.0002488
mu[109] 4947.342 1.0001499
mu[110] 4908.486 1.0003793
mu[111] 5098.684 1.0003297
mu[112] 4430.918 0.9998921
mu[113] 4741.841 1.0000032
mu[114] 5709.275 1.0002176
mu[115] 4494.346 1.0003266
mu[116] 4361.203 0.9999837
mu[117] 5096.872 1.0003430
mu[118] 4965.324 1.0000445
mu[119] 5177.030 1.0002371
mu[120] 5630.331 1.0000674
mu[121] 5567.750 1.0000802
mu[122] 4952.615 1.0003841
mu[123] 5045.209 1.0002086
mu[124] 5759.591 1.0001773
mu[125] 4405.200 1.0004852
mu[126] 5131.145 1.0001455
mu[127] 4305.750 0.9998763
mu[128] 5513.470 1.0003820
mu[129] 4253.192 0.9999302
mu[130] 5018.479 1.0001547
mu[131] 5472.736 1.0001527
mu[132] 4625.840 0.9998348
mu[133] 4662.929 1.0001481
mu[134] 5342.546 1.0000170
mu[135] 5831.709 1.0001593
mu[136] 4995.031 1.0000002
mu[137] 4504.165 1.0004694
mu[138] 5276.112 1.0004335
mu[139] 5619.993 1.0000805
mu[140] 4714.342 0.9999100
mu[141] 3872.198 0.9996894
mu[142] 5210.870 1.0003286
mu[143] 5533.431 1.0000963
mu[144] 5528.467 1.0000560
mu[145] 4709.200 1.0005057
mu[146] 5611.925 0.9999688
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log_lik[1202] 5248.862 1.0008433
log_lik[1203] 4733.820 1.0009373
log_lik[1204] 4719.848 1.0007212
log_lik[1205] 4820.835 1.0004119
log_lik[1206] 5036.692 1.0005634
log_lik[1207] 5640.536 1.0006466
log_lik[1208] 5798.091 1.0001642
log_lik[1209] 4842.409 1.0007610
log_lik[1210] 6000.414 1.0002907
log_lik[1211] 5242.461 0.9999761
log_lik[1212] 4798.014 1.0003295
log_lik[1213] 4979.919 1.0004520
log_lik[1214] 4752.992 1.0008684
log_lik[1215] 4226.117 1.0002654
log_lik[1216] 5138.045 1.0007293
log_lik[1217] 4600.274 1.0007477
log_lik[1218] 4876.928 1.0008769
log_lik[1219] 4935.583 1.0001846
log_lik[1220] 4456.328 1.0000268
log_lik[1221] 4508.841 0.9999761
log_lik[1222] 4314.156 1.0001759
log_lik[1223] 5894.338 1.0004268
log_lik[1224] 5059.549 0.9997383
log_lik[1225] 4918.295 1.0008931
log_lik[1226] 5020.951 1.0002532
log_lik[1227] 4971.330 1.0002187
log_lik[1228] 5517.870 1.0000041
log_lik[1229] 5748.518 1.0000188
log_lik[1230] 4607.204 0.9997724
log_lik[1231] 4897.833 1.0008766
log_lik[1232] 5240.090 1.0007361
log_lik[1233] 4737.493 1.0001710
log_lik[1234] 4466.800 1.0000436
log_lik[1235] 4721.920 0.9998198
log_lik[1236] 4838.922 1.0007957
log_lik[1237] 5396.240 1.0001380
log_lik[1238] 4424.174 0.9996920
log_lik[1239] 4334.910 0.9997818
log_lik[1240] 4406.448 0.9997398
log_lik[1241] 4728.385 1.0007529
log_lik[1242] 5359.783 1.0003763
log_lik[1243] 5229.384 1.0005417
log_lik[1244] 4849.692 1.0004812
log_lik[1245] 5257.312 0.9999579
log_lik[1246] 4202.273 0.9996804
log_lik[1247] 4951.851 1.0002955
log_lik[1248] 5340.061 1.0000714
log_lik[1249] 5346.512 1.0008720
log_lik[1250] 5007.186 0.9997269
log_lik[1251] 5542.197 0.9996874
log_lik[1252] 4886.744 0.9998873
log_lik[1253] 4865.513 1.0006746
log_lik[1254] 5220.247 0.9999097
log_lik[1255] 5321.872 1.0003388
log_lik[1256] 5045.766 1.0001669
log_lik[1257] 5159.762 0.9997364
log_lik[1258] 4928.882 0.9996684
log_lik[1259] 4711.355 1.0007818
log_lik[1260] 5107.317 0.9998173
log_lik[1261] 5544.328 1.0010387
log_lik[1262] 4751.540 1.0000494
log_lik[1263] 4629.655 1.0000551
log_lik[1264] 5148.809 1.0006160
log_lik[1265] 4824.431 1.0007763
log_lik[1266] 5245.154 0.9999606
log_lik[1267] 4120.134 1.0002833
log_lik[1268] 5331.432 1.0002116
log_lik[1269] 5215.451 1.0003621
log_lik[1270] 4944.357 1.0001728
log_lik[1271] 5334.960 1.0004271
log_lik[1272] 5088.469 0.9999852
log_lik[1273] 5226.097 1.0005390
log_lik[1274] 4648.363 1.0004151
log_lik[1275] 5371.565 1.0001330
log_lik[1276] 5193.262 0.9998320
log_lik[1277] 4985.516 1.0007073
log_lik[1278] 5190.634 0.9999552
log_lik[1279] 4787.953 0.9997391
log_lik[1280] 5377.931 1.0006343
log_lik[1281] 4348.798 0.9996067
log_lik[1282] 3999.358 0.9996644
log_lik[1283] 4871.625 1.0002045
log_lik[1284] 4678.964 1.0000794
log_lik[1285] 5102.779 1.0005219
log_lik[1286] 5111.188 1.0000392
log_lik[1287] 5024.558 1.0008553
log_lik[1288] 3991.267 0.9996202
log_lik[1289] 5378.800 0.9999759
log_lik[1290] 4860.110 1.0008468
log_lik[1291] 4809.658 0.9999991
log_lik[1292] 5067.400 0.9998550
log_lik[1293] 4652.912 0.9997897
log_lik[1294] 4426.466 1.0000606
log_lik[1295] 5546.186 0.9999517
log_lik[1296] 4693.070 1.0008217
log_lik[1297] 5539.225 0.9999418
log_lik[1298] 4932.091 0.9997645
log_lik[1299] 5317.539 0.9998081
log_lik[1300] 4568.182 1.0005591
log_lik[1301] 5534.546 0.9997502
log_lik[1302] 5113.711 1.0003666
log_lik[1303] 5637.983 0.9997962
log_lik[1304] 4861.683 1.0006893
log_lik[1305] 5850.370 0.9999744
log_lik[1306] 4815.237 1.0003387
log_lik[1307] 4469.491 1.0006050
log_lik[1308] 5073.905 0.9997936
log_lik[1309] 4793.238 0.9998701
log_lik[1310] 5399.606 1.0004393
log_lik[1311] 4497.939 1.0003640
log_lik[1312] 5012.475 1.0000233
log_lik[1313] 5182.260 0.9997709
log_lik[1314] 4103.605 0.9995797
log_lik[1315] 5656.625 0.9999380
log_lik[1316] 5151.477 0.9997731
log_lik[1317] 4985.491 1.0005695
log_lik[1318] 5437.717 0.9998780
log_lik[1319] 4923.838 0.9999343
log_lik[1320] 4751.663 1.0001158
log_lik[1321] 5028.704 0.9998263
log_lik[1322] 4838.581 1.0009181
log_lik[1323] 5496.510 0.9998868
log_lik[1324] 4974.869 0.9998713
log_lik[1325] 4715.940 1.0000849
log_lik[1326] 5008.867 1.0008384
log_lik[1327] 5708.604 1.0000613
log_lik[1328] 4552.419 0.9997757
log_lik[1329] 5584.135 1.0000911
log_lik[1330] 5260.188 0.9999433
log_lik[1331] 4617.391 0.9999558
log_lik[1332] 4513.059 1.0003251
log_lik[1333] 4695.476 1.0008294
log_lik[1334] 4819.663 1.0001994
log_lik[1335] 6159.956 1.0000391
log_lik[1336] 4392.678 1.0000285
log_lik[1337] 4572.038 0.9999615
log_lik[1338] 4748.463 1.0007572
log_lik[1339] 5212.814 1.0004092
log_lik[1340] 4727.115 1.0006163
log_lik[1341] 4881.897 1.0001003
log_lik[1342] 4564.670 0.9997756
log_lik[1343] 4127.709 0.9996852
log_lik[1344] 4921.284 1.0002192
log_lik[1345] 4837.679 1.0008204
log_lik[1346] 4928.155 0.9999898
log_lik[1347] 5076.379 0.9998562
log_lik[1348] 5911.649 1.0002192
log_lik[1349] 4694.572 1.0002016
log_lik[1350] 4770.620 1.0008233
log_lik[1351] 5033.796 1.0006756
log_lik[1352] 4707.027 1.0008013
log_lik[1353] 5076.191 1.0009079
log_lik[1354] 5408.445 1.0004705
log_lik[1355] 4220.175 1.0001090
log_lik[1356] 4750.473 1.0008631
log_lik[1357] 4985.026 1.0000377
log_lik[1358] 5800.180 1.0006505
log_lik[1359] 4996.456 1.0001229
log_lik[1360] 4829.522 0.9999321
log_lik[1361] 5177.963 1.0000498
log_lik[1362] 5460.590 1.0001573
log_lik[1363] 5189.113 0.9998735
log_lik[1364] 5260.593 1.0000475
log_lik[1365] 6239.480 1.0003245
log_lik[1366] 4734.610 1.0007693
log_lik[1367] 5145.327 0.9999636
log_lik[1368] 5680.326 1.0000595
log_lik[1369] 4941.713 1.0005213
log_lik[1370] 5086.419 0.9997710
log_lik[1371] 5233.132 0.9999464
log_lik[1372] 5207.518 1.0000087
log_lik[1373] 4385.409 1.0000024
log_lik[1374] 4923.462 1.0008645
log_lik[1375] 5666.859 0.9998046
log_lik[1376] 5597.658 1.0000602
log_lik[1377] 5722.339 1.0000899
log_lik[1378] 5360.109 0.9998061
log_lik[1379] 4782.321 1.0007409
log_lik[1380] 5130.813 0.9997623
log_lik[1381] 4913.391 0.9998853
log_lik[1382] 5094.166 1.0000266
log_lik[1383] 4354.295 0.9997696
log_lik[1384] 4856.105 1.0007746
log_lik[1385] 4637.652 1.0002056
log_lik[1386] 5462.539 0.9998918
log_lik[1387] 5370.939 1.0000179
log_lik[1388] 5058.773 1.0002117
log_lik[1389] 4794.431 1.0001193
log_lik[1390] 4887.043 1.0005625
log_lik[1391] 4755.650 1.0006074
log_lik[1392] 5028.907 1.0005142
log_lik[1393] 4647.887 1.0008529
log_lik[1394] 5114.803 0.9998007
log_lik[1395] 5322.424 0.9998648
log_lik[1396] 4417.071 1.0003144
log_lik[1397] 4820.474 0.9999797
log_lik[1398] 5116.068 1.0000603
log_lik[1399] 4658.755 1.0002131
log_lik[1400] 5209.925 1.0004438
log_lik[1401] 4779.643 1.0000678
log_lik[1402] 4556.810 1.0001153
log_lik[1403] 4794.109 1.0001590
log_lik[1404] 5536.527 1.0003227
log_lik[1405] 4560.478 1.0007964
log_lik[1406] 4708.812 1.0000546
log_lik[1407] 5785.559 1.0004027
log_lik[1408] 4775.196 1.0008750
log_lik[1409] 5077.653 1.0005092
log_lik[1410] 6049.042 1.0003016
log_lik[1411] 4635.264 1.0007810
log_lik[1412] 4265.064 1.0000476
log_lik[1413] 5564.551 1.0003754
log_lik[1414] 3993.033 1.0002311
log_lik[1415] 5282.458 0.9995002
log_lik[1416] 4673.962 1.0002695
log_lik[1417] 4889.180 1.0000414
log_lik[1418] 4254.019 1.0001238
log_lik[1419] 5016.808 1.0002241
log_lik[1420] 4332.200 1.0003225
log_lik[1421] 5279.904 1.0000649
log_lik[1422] 4466.809 0.9997223
log_lik[1423] 4826.686 1.0003309
log_lik[1424] 5137.791 0.9998032
log_lik[1425] 4870.959 0.9996664
log_lik[1426] 4714.418 0.9997054
log_lik[1427] 3860.989 0.9996139
log_lik[1428] 4206.668 1.0000454
log_lik[1429] 4782.983 0.9997497
log_lik[1430] 5978.596 0.9999776
log_lik[1431] 4690.759 0.9997345
log_lik[1432] 4660.520 1.0001876
log_lik[1433] 4720.666 0.9997396
log_lik[1434] 5364.564 1.0007005
log_lik[1435] 4983.712 0.9999742
log_lik[1436] 4890.214 1.0001364
log_lik[1437] 5194.184 1.0006558
log_lik[1438] 4147.520 0.9998565
log_lik[1439] 4972.919 0.9997083
log_lik[1440] 5707.560 0.9998815
log_lik[1441] 4913.881 1.0002529
log_lik[1442] 4460.527 0.9999113
log_lik[1443] 4988.948 0.9998459
log_lik[1444] 4445.830 1.0000395
log_lik[1445] 4467.020 0.9998799
log_lik[1446] 4681.836 0.9999986
log_lik[1447] 4246.075 0.9997610
log_lik[1448] 4843.226 0.9998029
log_lik[1449] 5019.958 1.0000313
log_lik[1450] 5446.249 0.9996944
log_lik[1451] 4543.962 1.0004480
log_lik[1452] 4805.946 1.0007757
log_lik[1453] 5371.331 1.0003985
log_lik[1454] 4796.050 0.9997533
log_lik[1455] 4600.459 1.0008451
log_lik[1456] 4630.549 0.9998349
log_lik[1457] 4248.710 0.9996098
log_lik[1458] 5378.398 1.0005800
log_lik[1459] 4254.289 0.9996161
log_lik[1460] 6284.099 0.9995727
y_hat 6147.248 0.9996208
lp__ 2541.913 1.0005810
$c_summary
, , chains = chain:1
stats
parameter mean sd 2.5% 25%
alpha 1.230561e+01 0.003927813 1.229808e+01 1.230287e+01
beta[1] 6.266530e-01 0.098840501 4.424042e-01 5.598427e-01
beta[2] 6.549777e-01 0.108704240 4.349764e-01 5.810948e-01
beta[3] 1.909863e+00 0.123388468 1.664289e+00 1.829285e+00
beta_mu[1] -3.441846e-01 16.733921887 -3.304332e+01 -1.123201e+01
beta_mu[2] 5.390042e-01 16.170872473 -2.992552e+01 -1.080919e+01
beta_mu[3] 1.694895e+00 16.807464985 -3.221063e+01 -9.117990e+00
sigma 1.165507e-01 0.003875415 1.091073e-01 1.138464e-01
nu 2.713416e+00 0.210257461 2.337183e+00 2.572856e+00
mu[1] 1.651849e+01 0.007933665 1.650347e+01 1.651280e+01
mu[2] 1.685653e+01 0.008610501 1.684013e+01 1.685034e+01
mu[3] 1.641292e+01 0.009739475 1.639428e+01 1.640638e+01
mu[4] 1.709933e+01 0.009058245 1.708225e+01 1.709294e+01
mu[5] 1.715351e+01 0.018036161 1.712004e+01 1.714053e+01
mu[6] 1.769537e+01 0.010764799 1.767508e+01 1.768805e+01
mu[7] 1.735315e+01 0.015593040 1.732292e+01 1.734208e+01
mu[8] 1.763730e+01 0.021700049 1.759546e+01 1.762299e+01
mu[9] 1.735319e+01 0.008922892 1.733637e+01 1.734690e+01
mu[10] 1.780554e+01 0.009785134 1.778681e+01 1.779859e+01
mu[11] 1.801556e+01 0.009782275 1.799674e+01 1.800862e+01
mu[12] 1.914887e+01 0.011756929 1.912597e+01 1.914041e+01
mu[13] 1.895733e+01 0.010557113 1.893721e+01 1.895009e+01
mu[14] 1.843115e+01 0.010307619 1.841204e+01 1.842409e+01
mu[15] 1.750664e+01 0.021205912 1.746684e+01 1.749220e+01
mu[16] 1.688534e+01 0.008417583 1.686945e+01 1.687946e+01
mu[17] 1.720146e+01 0.014119927 1.717398e+01 1.719173e+01
mu[18] 1.746868e+01 0.010424219 1.744876e+01 1.746133e+01
mu[19] 1.720037e+01 0.008891215 1.718328e+01 1.719433e+01
mu[20] 1.648354e+01 0.009978141 1.646451e+01 1.647652e+01
mu[21] 1.624328e+01 0.008087938 1.622793e+01 1.623775e+01
mu[22] 1.638840e+01 0.007536310 1.637428e+01 1.638325e+01
mu[23] 1.634548e+01 0.008509365 1.632935e+01 1.633943e+01
mu[24] 1.683977e+01 0.008324510 1.682362e+01 1.683377e+01
mu[25] 1.693222e+01 0.008274035 1.691657e+01 1.692637e+01
mu[26] 1.618972e+01 0.010423635 1.617015e+01 1.618236e+01
mu[27] 1.606059e+01 0.010295646 1.604071e+01 1.605382e+01
mu[28] 1.584673e+01 0.013286437 1.582053e+01 1.583780e+01
mu[29] 1.543844e+01 0.006651299 1.542594e+01 1.543379e+01
mu[30] 1.523856e+01 0.008779655 1.522115e+01 1.523235e+01
mu[31] 1.531820e+01 0.009977449 1.529905e+01 1.531115e+01
mu[32] 1.467642e+01 0.009104653 1.465941e+01 1.466990e+01
mu[33] 1.415310e+01 0.006175418 1.414161e+01 1.414880e+01
mu[34] 1.393623e+01 0.005219626 1.392623e+01 1.393258e+01
mu[35] 1.322664e+01 0.017016315 1.319455e+01 1.321481e+01
mu[36] 1.317218e+01 0.006291396 1.315940e+01 1.316803e+01
mu[37] 1.361251e+01 0.008459329 1.359562e+01 1.360675e+01
mu[38] 1.481133e+01 0.020954122 1.477012e+01 1.479651e+01
mu[39] 1.522455e+01 0.006428147 1.521220e+01 1.522006e+01
mu[40] 1.479108e+01 0.007310385 1.477716e+01 1.478605e+01
mu[41] 1.468738e+01 0.005820323 1.467620e+01 1.468331e+01
mu[42] 1.489608e+01 0.007212909 1.488232e+01 1.489110e+01
mu[43] 1.475444e+01 0.005756375 1.474320e+01 1.475041e+01
mu[44] 1.522776e+01 0.009470973 1.520925e+01 1.522123e+01
mu[45] 1.463181e+01 0.007063191 1.461854e+01 1.462691e+01
mu[46] 1.376828e+01 0.008212278 1.375276e+01 1.376238e+01
mu[47] 1.360741e+01 0.008413210 1.359068e+01 1.360146e+01
mu[48] 1.380755e+01 0.006818775 1.379430e+01 1.380294e+01
mu[49] 1.450028e+01 0.009843947 1.448050e+01 1.449367e+01
mu[50] 1.493881e+01 0.009326361 1.492106e+01 1.493246e+01
mu[51] 1.501381e+01 0.009249056 1.499569e+01 1.500743e+01
mu[52] 1.440380e+01 0.009089698 1.438612e+01 1.439740e+01
mu[53] 1.424294e+01 0.005412141 1.423258e+01 1.423922e+01
mu[54] 1.432384e+01 0.005885594 1.431227e+01 1.431973e+01
mu[55] 1.423893e+01 0.009562566 1.422078e+01 1.423211e+01
mu[56] 1.432699e+01 0.005598696 1.431608e+01 1.432309e+01
mu[57] 1.450447e+01 0.008681267 1.448801e+01 1.449845e+01
mu[58] 1.471751e+01 0.005751402 1.470647e+01 1.471357e+01
mu[59] 1.412157e+01 0.006123246 1.411022e+01 1.411728e+01
mu[60] 1.394880e+01 0.005455180 1.393836e+01 1.394484e+01
mu[61] 1.308042e+01 0.018834427 1.304228e+01 1.306792e+01
mu[62] 1.304016e+01 0.005494837 1.302981e+01 1.303625e+01
mu[63] 1.416568e+01 0.006159751 1.415380e+01 1.416113e+01
mu[64] 1.397977e+01 0.005495613 1.396910e+01 1.397560e+01
mu[65] 1.357684e+01 0.006396637 1.356450e+01 1.357246e+01
mu[66] 1.328397e+01 0.005044342 1.327438e+01 1.328036e+01
mu[67] 1.338881e+01 0.005112900 1.337927e+01 1.338534e+01
mu[68] 1.355936e+01 0.005851600 1.354779e+01 1.355541e+01
mu[69] 1.387651e+01 0.008787189 1.386024e+01 1.387028e+01
mu[70] 1.402855e+01 0.006844446 1.401524e+01 1.402366e+01
mu[71] 1.381955e+01 0.007399715 1.380533e+01 1.381430e+01
mu[72] 1.289541e+01 0.009795579 1.287739e+01 1.288876e+01
mu[73] 1.234777e+01 0.004569997 1.233909e+01 1.234453e+01
mu[74] 1.226364e+01 0.004135337 1.225572e+01 1.226062e+01
mu[75] 1.219234e+01 0.004860640 1.218290e+01 1.218897e+01
mu[76] 1.292951e+01 0.006814831 1.291588e+01 1.292490e+01
mu[77] 1.295672e+01 0.004406262 1.294814e+01 1.295363e+01
mu[78] 1.285685e+01 0.004664950 1.284769e+01 1.285354e+01
mu[79] 1.240237e+01 0.004993176 1.239289e+01 1.239895e+01
mu[80] 1.238508e+01 0.007071118 1.237152e+01 1.238029e+01
mu[81] 1.234183e+01 0.004583090 1.233281e+01 1.233873e+01
mu[82] 1.249778e+01 0.004213940 1.248966e+01 1.249493e+01
mu[83] 1.269172e+01 0.005091054 1.268219e+01 1.268822e+01
mu[84] 1.295156e+01 0.008021603 1.293605e+01 1.294594e+01
mu[85] 1.261377e+01 0.004946355 1.260437e+01 1.261024e+01
mu[86] 1.209808e+01 0.007639362 1.208334e+01 1.209271e+01
mu[87] 1.283773e+01 0.008517266 1.282145e+01 1.283182e+01
mu[88] 1.312203e+01 0.005043097 1.311234e+01 1.311842e+01
mu[89] 1.307776e+01 0.006252321 1.306611e+01 1.307341e+01
mu[90] 1.379817e+01 0.009598015 1.378055e+01 1.379153e+01
mu[91] 1.380766e+01 0.005350886 1.379750e+01 1.380396e+01
mu[92] 1.345723e+01 0.004783840 1.344782e+01 1.345361e+01
mu[93] 1.314259e+01 0.004511541 1.313373e+01 1.313914e+01
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mu[1261] 9.215181e+00 0.007353282 9.201315e+00 9.209785e+00
mu[1262] 8.789615e+00 0.006629301 8.776768e+00 8.785112e+00
mu[1263] 9.055011e+00 0.007569376 9.040273e+00 9.050032e+00
mu[1264] 9.338314e+00 0.007404122 9.323305e+00 9.333509e+00
mu[1265] 9.037298e+00 0.005592939 9.026478e+00 9.033539e+00
mu[1266] 8.845058e+00 0.006075963 8.833319e+00 8.841195e+00
mu[1267] 8.947528e+00 0.011248794 8.925477e+00 8.939782e+00
mu[1268] 8.851151e+00 0.006106303 8.839199e+00 8.847163e+00
mu[1269] 8.865205e+00 0.005478743 8.854877e+00 8.861650e+00
mu[1270] 9.080461e+00 0.007234936 9.065544e+00 9.075706e+00
mu[1271] 9.132214e+00 0.005729269 9.121032e+00 9.128491e+00
mu[1272] 9.160564e+00 0.005764876 9.149072e+00 9.156724e+00
mu[1273] 9.255220e+00 0.004867875 9.246171e+00 9.251920e+00
mu[1274] 9.391581e+00 0.006364113 9.378935e+00 9.387451e+00
mu[1275] 9.339656e+00 0.005402436 9.329287e+00 9.336115e+00
mu[1276] 9.378645e+00 0.005073245 9.368924e+00 9.375314e+00
mu[1277] 9.268498e+00 0.004980426 9.259272e+00 9.265225e+00
mu[1278] 9.217679e+00 0.005391147 9.207119e+00 9.214081e+00
mu[1279] 9.101834e+00 0.007803019 9.086091e+00 9.096928e+00
mu[1280] 8.671514e+00 0.007541063 8.657381e+00 8.666112e+00
mu[1281] 8.532807e+00 0.007947705 8.516754e+00 8.527396e+00
mu[1282] 8.866579e+00 0.010114060 8.846940e+00 8.859864e+00
mu[1283] 8.587690e+00 0.007288143 8.573348e+00 8.582740e+00
mu[1284] 8.444632e+00 0.008822516 8.427119e+00 8.438972e+00
mu[1285] 8.585030e+00 0.005772399 8.573914e+00 8.581332e+00
mu[1286] 8.216793e+00 0.006695205 8.203711e+00 8.212520e+00
mu[1287] 8.014898e+00 0.006872998 8.001684e+00 8.010384e+00
mu[1288] 9.179936e+00 0.010474299 9.159663e+00 9.172896e+00
mu[1289] 8.957210e+00 0.006825943 8.944458e+00 8.952420e+00
mu[1290] 8.920585e+00 0.006651417 8.907509e+00 8.916045e+00
mu[1291] 8.991772e+00 0.005799578 8.980766e+00 8.987966e+00
mu[1292] 8.830172e+00 0.006165641 8.817859e+00 8.826104e+00
mu[1293] 8.508182e+00 0.007294021 8.493875e+00 8.503383e+00
mu[1294] 8.446543e+00 0.010138342 8.425724e+00 8.440063e+00
mu[1295] 8.338589e+00 0.005806798 8.327706e+00 8.334841e+00
mu[1296] 8.171606e+00 0.006441736 8.159061e+00 8.167348e+00
mu[1297] 8.102494e+00 0.005969872 8.091634e+00 8.098450e+00
mu[1298] 8.090343e+00 0.007124660 8.076200e+00 8.085840e+00
mu[1299] 7.787487e+00 0.006653010 7.775160e+00 7.782988e+00
mu[1300] 7.987092e+00 0.007639537 7.971424e+00 7.982149e+00
mu[1301] 7.700449e+00 0.006511677 7.688359e+00 7.696073e+00
mu[1302] 7.875693e+00 0.007918354 7.859793e+00 7.870707e+00
mu[1303] 7.902965e+00 0.006100272 7.891495e+00 7.898964e+00
mu[1304] 7.928605e+00 0.006319196 7.916578e+00 7.924596e+00
mu[1305] 7.932056e+00 0.006192442 7.920975e+00 7.927824e+00
mu[1306] 8.266540e+00 0.013044903 8.240961e+00 8.257663e+00
mu[1307] 8.073506e+00 0.009734052 8.054425e+00 8.067048e+00
mu[1308] 8.007428e+00 0.007974135 7.991201e+00 8.002313e+00
mu[1309] 8.036289e+00 0.006723520 8.022991e+00 8.031846e+00
mu[1310] 8.309435e+00 0.008233090 8.294060e+00 8.303686e+00
mu[1311] 7.815065e+00 0.013073588 7.790191e+00 7.806313e+00
mu[1312] 8.391924e+00 0.006763264 8.378508e+00 8.387347e+00
mu[1313] 8.281627e+00 0.006590233 8.268816e+00 8.277389e+00
mu[1314] 8.392017e+00 0.010249203 8.372228e+00 8.385209e+00
mu[1315] 8.308869e+00 0.006040651 8.297621e+00 8.304790e+00
mu[1316] 8.227174e+00 0.006547729 8.214173e+00 8.222721e+00
mu[1317] 8.426435e+00 0.011211041 8.404165e+00 8.418972e+00
mu[1318] 8.424034e+00 0.006093905 8.412413e+00 8.420035e+00
mu[1319] 9.486073e+00 0.005198353 9.475998e+00 9.482609e+00
mu[1320] 9.692293e+00 0.006479275 9.679517e+00 9.688111e+00
mu[1321] 9.539863e+00 0.005107314 9.529886e+00 9.536554e+00
mu[1322] 9.633332e+00 0.004968781 9.623968e+00 9.629753e+00
mu[1323] 9.526506e+00 0.004723496 9.517738e+00 9.523297e+00
mu[1324] 9.592563e+00 0.005189707 9.582489e+00 9.589177e+00
mu[1325] 1.005518e+01 0.004723055 1.004590e+01 1.005208e+01
mu[1326] 9.753139e+00 0.005334545 9.742274e+00 9.749692e+00
mu[1327] 9.647260e+00 0.004705432 9.638590e+00 9.644085e+00
mu[1328] 9.622377e+00 0.007210441 9.607814e+00 9.617794e+00
mu[1329] 9.502772e+00 0.004857157 9.493633e+00 9.499485e+00
mu[1330] 9.699793e+00 0.005691180 9.688614e+00 9.695981e+00
mu[1331] 1.002824e+01 0.006289757 1.001588e+01 1.002409e+01
mu[1332] 9.817399e+00 0.006675131 9.803801e+00 9.812983e+00
mu[1333] 9.653175e+00 0.005842092 9.641523e+00 9.649292e+00
mu[1334] 9.595586e+00 0.006517474 9.582791e+00 9.590937e+00
mu[1335] 9.447034e+00 0.005273658 9.436631e+00 9.443484e+00
mu[1336] 9.843672e+00 0.008909125 9.826643e+00 9.837595e+00
mu[1337] 9.916901e+00 0.006260229 9.904377e+00 9.912879e+00
mu[1338] 9.632469e+00 0.006297722 9.620018e+00 9.628286e+00
mu[1339] 9.624350e+00 0.006258052 9.612579e+00 9.619866e+00
mu[1340] 9.690170e+00 0.006423985 9.677716e+00 9.685692e+00
mu[1341] 9.733176e+00 0.005356515 9.722784e+00 9.729492e+00
mu[1342] 9.909916e+00 0.014745564 9.881904e+00 9.899472e+00
mu[1343] 9.890884e+00 0.007841669 9.875589e+00 9.885710e+00
mu[1344] 9.937497e+00 0.007738121 9.921673e+00 9.932279e+00
mu[1345] 9.759746e+00 0.004586681 9.751011e+00 9.756649e+00
mu[1346] 9.794754e+00 0.005620359 9.783688e+00 9.790999e+00
mu[1347] 9.665175e+00 0.005082973 9.655172e+00 9.661862e+00
mu[1348] 9.614066e+00 0.004924787 9.604713e+00 9.610531e+00
mu[1349] 9.507624e+00 0.006346860 9.495186e+00 9.503328e+00
mu[1350] 9.691758e+00 0.004607950 9.682973e+00 9.688583e+00
mu[1351] 9.758417e+00 0.004566035 9.749667e+00 9.755256e+00
mu[1352] 9.711597e+00 0.004871941 9.702423e+00 9.708320e+00
mu[1353] 9.973980e+00 0.006282327 9.961724e+00 9.969803e+00
mu[1354] 9.864993e+00 0.004933219 9.855423e+00 9.861676e+00
mu[1355] 9.725258e+00 0.008011333 9.709755e+00 9.719947e+00
mu[1356] 9.754184e+00 0.004891077 9.744666e+00 9.751038e+00
mu[1357] 9.902649e+00 0.005486813 9.892013e+00 9.898961e+00
mu[1358] 9.824824e+00 0.004723791 9.815922e+00 9.821612e+00
mu[1359] 9.373245e+00 0.006144229 9.361262e+00 9.368940e+00
mu[1360] 9.229813e+00 0.005615521 9.218882e+00 9.226034e+00
mu[1361] 8.769323e+00 0.005252828 8.759686e+00 8.765771e+00
mu[1362] 8.681737e+00 0.006473565 8.669810e+00 8.676945e+00
mu[1363] 8.727367e+00 0.006509985 8.714448e+00 8.723239e+00
mu[1364] 8.495318e+00 0.007748262 8.480888e+00 8.489951e+00
mu[1365] 8.541094e+00 0.005695039 8.530483e+00 8.537541e+00
mu[1366] 8.061846e+00 0.006231107 8.050383e+00 8.057841e+00
mu[1367] 8.170901e+00 0.007444364 8.156087e+00 8.166147e+00
mu[1368] 7.889127e+00 0.006388500 7.877398e+00 7.885028e+00
mu[1369] 7.926101e+00 0.006310047 7.914393e+00 7.921892e+00
mu[1370] 7.722186e+00 0.008541040 7.705389e+00 7.716460e+00
mu[1371] 7.542326e+00 0.007058421 7.529519e+00 7.537448e+00
mu[1372] 8.021163e+00 0.007482997 8.006359e+00 8.016382e+00
mu[1373] 8.297495e+00 0.007157590 8.283235e+00 8.292630e+00
mu[1374] 7.994932e+00 0.006865029 7.982270e+00 7.990194e+00
mu[1375] 7.882214e+00 0.006173878 7.870595e+00 7.878232e+00
mu[1376] 7.771424e+00 0.006748738 7.758901e+00 7.766870e+00
mu[1377] 7.670830e+00 0.006385669 7.658648e+00 7.666578e+00
mu[1378] 7.760152e+00 0.006911266 7.746814e+00 7.755811e+00
mu[1379] 7.809312e+00 0.006632492 7.796553e+00 7.805058e+00
mu[1380] 7.479195e+00 0.008605070 7.462116e+00 7.473479e+00
mu[1381] 7.836564e+00 0.007749464 7.821299e+00 7.831627e+00
mu[1382] 8.132890e+00 0.006142945 8.121339e+00 8.128982e+00
mu[1383] 8.015803e+00 0.008339253 7.998336e+00 8.010190e+00
mu[1384] 8.463999e+00 0.006253473 8.451687e+00 8.459872e+00
mu[1385] 8.630682e+00 0.007598399 8.615694e+00 8.625850e+00
mu[1386] 8.433573e+00 0.005748206 8.423044e+00 8.429593e+00
mu[1387] 8.491657e+00 0.006166510 8.479508e+00 8.487454e+00
mu[1388] 8.417520e+00 0.006001575 8.406228e+00 8.413506e+00
mu[1389] 8.294702e+00 0.007877884 8.279447e+00 8.289358e+00
mu[1390] 8.374436e+00 0.006320087 8.362288e+00 8.370221e+00
mu[1391] 8.349108e+00 0.006314947 8.336767e+00 8.345126e+00
mu[1392] 8.251634e+00 0.005994096 8.240362e+00 8.247693e+00
mu[1393] 8.241421e+00 0.008203998 8.224652e+00 8.236089e+00
mu[1394] 8.123233e+00 0.006903424 8.109711e+00 8.118866e+00
mu[1395] 7.851480e+00 0.006512132 7.838953e+00 7.847376e+00
mu[1396] 8.242419e+00 0.008163082 8.225764e+00 8.237100e+00
mu[1397] 8.114646e+00 0.006619005 8.101543e+00 8.110091e+00
mu[1398] 8.780998e+00 0.005684978 8.770462e+00 8.777110e+00
mu[1399] 9.803822e+00 0.011114158 9.781908e+00 9.796130e+00
mu[1400] 9.356028e+00 0.006651257 9.343473e+00 9.351262e+00
mu[1401] 9.564383e+00 0.006750707 9.551284e+00 9.559715e+00
mu[1402] 9.826042e+00 0.007669390 9.811015e+00 9.820858e+00
mu[1403] 1.000064e+01 0.004735490 9.991385e+00 9.997528e+00
mu[1404] 9.883570e+00 0.005733801 9.872490e+00 9.879346e+00
mu[1405] 9.765601e+00 0.006752064 9.752302e+00 9.761036e+00
mu[1406] 9.789336e+00 0.006819264 9.775884e+00 9.784658e+00
mu[1407] 9.657227e+00 0.005550391 9.646693e+00 9.653175e+00
mu[1408] 9.756441e+00 0.007653165 9.741392e+00 9.751325e+00
mu[1409] 1.002042e+01 0.007064956 1.000618e+01 1.001565e+01
mu[1410] 9.964170e+00 0.006608900 9.950912e+00 9.959786e+00
mu[1411] 1.021879e+01 0.009211726 1.020077e+01 1.021251e+01
mu[1412] 1.011323e+01 0.006865560 1.009982e+01 1.010855e+01
mu[1413] 1.021205e+01 0.004449850 1.020353e+01 1.020898e+01
mu[1414] 1.090283e+01 0.017469894 1.086924e+01 1.089083e+01
mu[1415] 1.359424e+01 0.013577221 1.356830e+01 1.358510e+01
mu[1416] 1.328568e+01 0.006532999 1.327334e+01 1.328097e+01
mu[1417] 1.364967e+01 0.005026395 1.363961e+01 1.364613e+01
mu[1418] 1.376381e+01 0.010288079 1.374381e+01 1.375664e+01
mu[1419] 1.399646e+01 0.013489113 1.397002e+01 1.398685e+01
mu[1420] 1.473682e+01 0.011913696 1.471387e+01 1.472862e+01
mu[1421] 1.462757e+01 0.005638877 1.461664e+01 1.462347e+01
mu[1422] 1.450940e+01 0.008304770 1.449365e+01 1.450364e+01
mu[1423] 1.506174e+01 0.007895380 1.504655e+01 1.505628e+01
mu[1424] 1.849406e+01 0.028122078 1.843994e+01 1.847378e+01
mu[1425] 1.794779e+01 0.025131464 1.789912e+01 1.793037e+01
mu[1426] 1.727563e+01 0.010467533 1.725555e+01 1.726843e+01
mu[1427] 1.796290e+01 0.030204650 1.790564e+01 1.794310e+01
mu[1428] 1.803445e+01 0.022076011 1.799070e+01 1.801918e+01
mu[1429] 1.762832e+01 0.012029477 1.760528e+01 1.762006e+01
mu[1430] 1.779322e+01 0.009136834 1.777553e+01 1.778684e+01
mu[1431] 1.854821e+01 0.015006376 1.851909e+01 1.853792e+01
mu[1432] 1.851274e+01 0.020105517 1.847427e+01 1.849914e+01
mu[1433] 1.889795e+01 0.018491957 1.886253e+01 1.888510e+01
mu[1434] 1.840083e+01 0.010014143 1.838187e+01 1.839376e+01
mu[1435] 1.843550e+01 0.011780788 1.841409e+01 1.842733e+01
mu[1436] 1.823212e+01 0.013322534 1.820735e+01 1.822298e+01
mu[1437] 1.826685e+01 0.009976248 1.824750e+01 1.825995e+01
mu[1438] 1.783075e+01 0.016490190 1.779914e+01 1.782002e+01
mu[1439] 1.817701e+01 0.010535596 1.815689e+01 1.816946e+01
mu[1440] 1.776350e+01 0.009225482 1.774578e+01 1.775712e+01
mu[1441] 1.766005e+01 0.010969789 1.763903e+01 1.765230e+01
mu[1442] 1.698159e+01 0.014492571 1.695296e+01 1.697182e+01
mu[1443] 1.686024e+01 0.009560901 1.684168e+01 1.685373e+01
mu[1444] 1.698325e+01 0.014075395 1.695594e+01 1.697340e+01
mu[1445] 1.686986e+01 0.012495854 1.684513e+01 1.686141e+01
mu[1446] 1.585712e+01 0.011124127 1.583610e+01 1.584926e+01
mu[1447] 1.456225e+01 0.017701938 1.452882e+01 1.454992e+01
mu[1448] 1.443288e+01 0.007438424 1.441875e+01 1.442783e+01
mu[1449] 1.433686e+01 0.005721067 1.432593e+01 1.433286e+01
mu[1450] 1.347675e+01 0.012208721 1.345447e+01 1.346826e+01
mu[1451] 1.496878e+01 0.023006854 1.492353e+01 1.495239e+01
mu[1452] 1.471358e+01 0.012946034 1.468778e+01 1.470460e+01
mu[1453] 1.550748e+01 0.006598093 1.549462e+01 1.550275e+01
mu[1454] 1.542972e+01 0.010448729 1.540995e+01 1.542254e+01
mu[1455] 1.553277e+01 0.015181644 1.550289e+01 1.552265e+01
mu[1456] 1.594501e+01 0.010348822 1.592535e+01 1.593792e+01
mu[1457] 1.625140e+01 0.014087998 1.622455e+01 1.624195e+01
mu[1458] 1.580343e+01 0.008194254 1.578755e+01 1.579758e+01
mu[1459] 1.609588e+01 0.013535936 1.606953e+01 1.608694e+01
mu[1460] 1.628663e+01 0.007546050 1.627219e+01 1.628131e+01
y_rep[1] 1.652292e+01 0.221357012 1.612347e+01 1.642927e+01
y_rep[2] 1.685857e+01 0.244140306 1.646120e+01 1.676794e+01
y_rep[3] 1.641582e+01 0.211111947 1.605675e+01 1.632834e+01
y_rep[4] 1.709842e+01 0.230169849 1.668869e+01 1.700424e+01
y_rep[5] 1.716056e+01 0.198105361 1.680525e+01 1.706409e+01
y_rep[6] 1.768769e+01 0.226777324 1.730498e+01 1.759788e+01
y_rep[7] 1.734994e+01 0.185629110 1.696907e+01 1.726878e+01
y_rep[8] 1.765070e+01 0.244277798 1.728406e+01 1.754940e+01
y_rep[9] 1.735640e+01 0.204326709 1.698011e+01 1.727126e+01
y_rep[10] 1.780717e+01 0.232909810 1.738513e+01 1.771863e+01
y_rep[11] 1.802217e+01 0.271063413 1.758040e+01 1.792135e+01
y_rep[12] 1.914782e+01 0.272416809 1.873781e+01 1.906337e+01
y_rep[13] 1.895099e+01 0.208967792 1.853508e+01 1.886094e+01
y_rep[14] 1.843639e+01 0.203556152 1.807937e+01 1.833657e+01
y_rep[15] 1.751667e+01 0.225173032 1.719378e+01 1.742600e+01
y_rep[16] 1.688169e+01 0.202681828 1.646627e+01 1.679288e+01
y_rep[17] 1.719285e+01 0.217931573 1.679784e+01 1.710115e+01
y_rep[18] 1.746388e+01 0.206316499 1.705381e+01 1.737203e+01
y_rep[19] 1.720062e+01 0.253124793 1.676417e+01 1.711038e+01
y_rep[20] 1.648454e+01 0.231517598 1.610106e+01 1.639518e+01
y_rep[21] 1.623748e+01 0.242715885 1.580825e+01 1.615272e+01
y_rep[22] 1.639727e+01 0.204225365 1.601770e+01 1.630437e+01
y_rep[23] 1.634433e+01 0.190880898 1.596858e+01 1.625174e+01
y_rep[24] 1.684094e+01 0.214316619 1.645241e+01 1.674326e+01
y_rep[25] 1.693406e+01 0.216425676 1.646823e+01 1.684389e+01
y_rep[26] 1.619082e+01 0.211287862 1.580896e+01 1.610368e+01
y_rep[27] 1.607714e+01 0.453584793 1.568197e+01 1.597111e+01
y_rep[28] 1.584051e+01 0.213361514 1.544287e+01 1.574482e+01
y_rep[29] 1.542611e+01 0.241436834 1.500150e+01 1.533949e+01
y_rep[30] 1.524469e+01 0.230147129 1.484742e+01 1.514360e+01
y_rep[31] 1.532354e+01 0.219696275 1.494168e+01 1.522176e+01
y_rep[32] 1.466669e+01 0.220315826 1.422958e+01 1.458047e+01
y_rep[33] 1.414351e+01 0.227253309 1.371654e+01 1.405544e+01
y_rep[34] 1.393679e+01 0.201098543 1.357101e+01 1.384667e+01
y_rep[35] 1.321869e+01 0.228408474 1.283009e+01 1.313236e+01
y_rep[36] 1.316989e+01 0.203980561 1.279564e+01 1.307544e+01
y_rep[37] 1.360947e+01 0.206610982 1.318055e+01 1.352063e+01
y_rep[38] 1.480981e+01 0.223237901 1.440523e+01 1.472772e+01
y_rep[39] 1.522594e+01 0.226711824 1.481924e+01 1.513424e+01
y_rep[40] 1.478971e+01 0.205104045 1.442083e+01 1.470128e+01
y_rep[41] 1.468270e+01 0.203381938 1.428753e+01 1.459751e+01
y_rep[42] 1.489484e+01 0.229643291 1.450448e+01 1.480250e+01
y_rep[43] 1.474535e+01 0.223977173 1.435366e+01 1.465690e+01
y_rep[44] 1.522193e+01 0.198311054 1.484887e+01 1.512990e+01
y_rep[45] 1.463712e+01 0.199143977 1.424364e+01 1.454806e+01
y_rep[46] 1.376289e+01 0.227417949 1.339384e+01 1.368329e+01
y_rep[47] 1.359501e+01 0.225365443 1.317733e+01 1.350818e+01
y_rep[48] 1.379945e+01 0.222808979 1.340359e+01 1.371036e+01
y_rep[49] 1.451315e+01 0.536041312 1.409797e+01 1.441663e+01
y_rep[50] 1.493524e+01 0.212102857 1.453464e+01 1.483419e+01
y_rep[51] 1.500996e+01 0.230585393 1.461596e+01 1.492084e+01
y_rep[52] 1.439917e+01 0.268236937 1.399272e+01 1.430696e+01
y_rep[53] 1.424004e+01 0.220382285 1.383880e+01 1.415039e+01
y_rep[54] 1.431964e+01 0.313076399 1.394953e+01 1.423779e+01
y_rep[55] 1.424082e+01 0.238521803 1.384896e+01 1.414824e+01
y_rep[56] 1.432154e+01 0.224387241 1.390067e+01 1.422655e+01
y_rep[57] 1.450245e+01 0.232264964 1.409050e+01 1.441210e+01
y_rep[58] 1.471290e+01 0.224461850 1.432504e+01 1.462397e+01
y_rep[59] 1.411864e+01 0.276512763 1.375952e+01 1.403235e+01
y_rep[60] 1.394638e+01 0.238583949 1.358762e+01 1.386476e+01
y_rep[61] 1.308348e+01 0.202352146 1.268243e+01 1.298674e+01
y_rep[62] 1.303239e+01 0.210115184 1.264455e+01 1.294270e+01
y_rep[63] 1.416287e+01 0.230220671 1.372928e+01 1.407550e+01
y_rep[64] 1.397930e+01 0.192103270 1.361367e+01 1.389132e+01
y_rep[65] 1.358489e+01 0.196314575 1.321384e+01 1.349444e+01
y_rep[66] 1.328356e+01 0.239753035 1.286867e+01 1.319310e+01
y_rep[67] 1.339015e+01 0.209447290 1.295572e+01 1.330052e+01
y_rep[68] 1.356448e+01 0.217629357 1.314399e+01 1.347195e+01
y_rep[69] 1.387070e+01 0.240383996 1.348317e+01 1.377730e+01
y_rep[70] 1.403787e+01 0.200212047 1.365473e+01 1.394233e+01
y_rep[71] 1.381266e+01 0.257382494 1.342347e+01 1.371765e+01
y_rep[72] 1.290447e+01 0.253649829 1.247997e+01 1.280435e+01
y_rep[73] 1.235469e+01 0.216186649 1.196403e+01 1.226160e+01
y_rep[74] 1.225041e+01 0.196187153 1.185729e+01 1.216941e+01
y_rep[75] 1.217019e+01 0.292833442 1.175862e+01 1.209254e+01
y_rep[76] 1.292418e+01 0.193362435 1.255396e+01 1.283304e+01
y_rep[77] 1.294232e+01 0.218948763 1.248172e+01 1.286005e+01
y_rep[78] 1.286251e+01 0.200846231 1.250929e+01 1.276880e+01
y_rep[79] 1.240455e+01 0.225955040 1.200665e+01 1.230821e+01
y_rep[80] 1.238241e+01 0.232609309 1.198435e+01 1.228473e+01
y_rep[81] 1.235008e+01 0.215543924 1.196617e+01 1.225159e+01
y_rep[82] 1.249343e+01 0.206243034 1.214602e+01 1.240708e+01
y_rep[83] 1.269845e+01 0.197731699 1.233171e+01 1.260809e+01
y_rep[84] 1.294856e+01 0.205509835 1.258895e+01 1.286003e+01
y_rep[85] 1.261701e+01 0.230236947 1.222735e+01 1.252667e+01
y_rep[86] 1.210343e+01 0.213166537 1.172528e+01 1.201506e+01
y_rep[87] 1.283837e+01 0.213657815 1.243824e+01 1.274244e+01
y_rep[88] 1.311274e+01 0.196858155 1.269306e+01 1.302125e+01
y_rep[89] 1.307837e+01 0.228169416 1.269255e+01 1.299519e+01
y_rep[90] 1.378659e+01 0.264056971 1.332164e+01 1.369846e+01
y_rep[91] 1.380923e+01 0.207692567 1.342569e+01 1.372036e+01
y_rep[92] 1.344995e+01 0.186441886 1.308067e+01 1.336900e+01
y_rep[93] 1.314156e+01 0.196765988 1.275510e+01 1.305905e+01
y_rep[94] 1.338613e+01 0.276698608 1.301354e+01 1.329287e+01
y_rep[95] 1.337876e+01 0.285470319 1.304065e+01 1.329034e+01
y_rep[96] 1.359956e+01 0.199666566 1.323533e+01 1.351889e+01
y_rep[97] 1.374061e+01 0.198530807 1.336738e+01 1.365996e+01
y_rep[98] 1.349878e+01 0.216947743 1.309602e+01 1.340828e+01
y_rep[99] 1.302302e+01 0.206589824 1.260926e+01 1.294307e+01
y_rep[100] 1.280197e+01 0.211883386 1.238442e+01 1.271487e+01
y_rep[101] 1.279012e+01 0.227076589 1.247384e+01 1.269549e+01
y_rep[102] 1.318530e+01 0.270956365 1.279358e+01 1.309450e+01
y_rep[103] 1.414505e+01 0.200077435 1.376523e+01 1.405621e+01
y_rep[104] 1.368300e+01 0.380925380 1.328801e+01 1.360387e+01
y_rep[105] 1.346987e+01 0.263674928 1.312726e+01 1.338629e+01
y_rep[106] 1.337465e+01 0.233482068 1.297612e+01 1.328487e+01
y_rep[107] 1.287332e+01 0.226358684 1.244065e+01 1.278816e+01
y_rep[108] 1.295555e+01 0.234124631 1.259867e+01 1.285354e+01
y_rep[109] 1.346347e+01 0.480458904 1.309612e+01 1.338468e+01
y_rep[110] 1.340949e+01 0.237165522 1.299684e+01 1.332179e+01
y_rep[111] 1.285996e+01 0.184419412 1.249763e+01 1.277184e+01
y_rep[112] 1.279249e+01 0.204480089 1.240136e+01 1.270547e+01
y_rep[113] 1.187749e+01 0.211756089 1.146623e+01 1.179108e+01
y_rep[114] 1.138526e+01 0.267569251 1.095324e+01 1.129624e+01
y_rep[115] 1.158389e+01 0.189200252 1.122572e+01 1.148799e+01
y_rep[116] 1.208601e+01 0.384093894 1.171201e+01 1.200708e+01
y_rep[117] 1.208424e+01 0.214831192 1.170324e+01 1.198960e+01
y_rep[118] 1.167247e+01 0.227657012 1.130443e+01 1.157638e+01
y_rep[119] 1.155135e+01 0.207931849 1.116855e+01 1.145112e+01
y_rep[120] 1.118886e+01 0.217124082 1.079123e+01 1.109775e+01
y_rep[121] 1.117386e+01 0.213179211 1.081959e+01 1.108144e+01
y_rep[122] 1.161458e+01 0.208153366 1.123863e+01 1.152049e+01
y_rep[123] 1.198591e+01 0.208030124 1.160567e+01 1.189114e+01
y_rep[124] 1.209987e+01 0.523142788 1.171630e+01 1.199240e+01
y_rep[125] 1.197667e+01 0.216504353 1.157789e+01 1.188277e+01
y_rep[126] 1.146612e+01 0.203931354 1.107249e+01 1.137974e+01
y_rep[127] 1.111894e+01 0.223167932 1.074166e+01 1.102027e+01
y_rep[128] 1.123303e+01 0.213592817 1.081475e+01 1.114125e+01
y_rep[129] 1.128966e+01 0.223596651 1.086124e+01 1.120607e+01
y_rep[130] 1.148144e+01 0.255170367 1.109334e+01 1.139272e+01
y_rep[131] 1.143436e+01 0.183459211 1.105784e+01 1.134846e+01
y_rep[132] 1.086719e+01 0.200293146 1.050380e+01 1.077360e+01
y_rep[133] 1.056720e+01 0.260863443 1.020153e+01 1.047878e+01
y_rep[134] 1.069576e+01 0.202973946 1.029582e+01 1.060296e+01
y_rep[135] 1.090474e+01 0.234071420 1.047985e+01 1.081852e+01
y_rep[136] 1.077229e+01 0.213661178 1.035813e+01 1.068674e+01
y_rep[137] 1.153555e+01 0.205691994 1.114392e+01 1.145211e+01
y_rep[138] 1.150585e+01 0.225423352 1.109092e+01 1.141446e+01
y_rep[139] 1.107008e+01 0.313758392 1.064567e+01 1.098698e+01
y_rep[140] 1.080563e+01 0.239186884 1.043568e+01 1.072502e+01
y_rep[141] 1.164202e+01 0.232355379 1.120618e+01 1.155623e+01
y_rep[142] 1.123806e+01 0.219419551 1.078879e+01 1.114438e+01
y_rep[143] 1.135404e+01 0.250757448 1.098106e+01 1.127060e+01
y_rep[144] 1.129259e+01 0.217007849 1.088781e+01 1.119624e+01
y_rep[145] 1.052864e+01 0.184511585 1.014498e+01 1.044068e+01
y_rep[146] 1.025745e+01 0.339712142 9.865524e+00 1.016156e+01
y_rep[147] 1.028246e+01 0.193562388 9.883151e+00 1.019853e+01
y_rep[148] 1.064793e+01 0.210481168 1.024734e+01 1.056043e+01
y_rep[149] 1.057645e+01 0.190584887 1.019620e+01 1.048702e+01
y_rep[150] 1.084892e+01 0.224961773 1.041137e+01 1.075588e+01
y_rep[151] 1.070894e+01 0.201750991 1.034076e+01 1.061097e+01
y_rep[152] 1.066186e+01 0.234594292 1.028494e+01 1.056894e+01
y_rep[153] 1.019830e+01 0.237205613 9.828755e+00 1.010842e+01
y_rep[154] 1.002199e+01 0.213106236 9.595511e+00 9.934158e+00
y_rep[155] 1.018492e+01 0.257756202 9.747771e+00 1.009973e+01
y_rep[156] 1.091533e+01 0.288961269 1.048280e+01 1.081375e+01
y_rep[157] 1.118161e+01 0.262686208 1.076725e+01 1.108645e+01
y_rep[158] 1.132663e+01 0.209416846 1.094728e+01 1.123493e+01
y_rep[159] 1.117839e+01 0.201166116 1.076008e+01 1.108938e+01
y_rep[160] 1.045360e+01 0.208285814 1.009247e+01 1.036064e+01
y_rep[161] 1.028575e+01 0.198870090 9.919203e+00 1.018900e+01
y_rep[162] 1.077420e+01 0.214618946 1.038872e+01 1.068855e+01
y_rep[163] 1.089835e+01 0.218175999 1.053758e+01 1.080195e+01
y_rep[164] 1.083790e+01 0.228207459 1.041178e+01 1.075270e+01
y_rep[165] 1.080367e+01 0.196440095 1.041243e+01 1.071269e+01
y_rep[166] 1.092187e+01 0.229798069 1.053310e+01 1.083837e+01
y_rep[167] 1.072566e+01 0.265297287 1.031455e+01 1.063101e+01
y_rep[168] 1.061850e+01 0.189789509 1.027547e+01 1.052902e+01
y_rep[169] 1.329338e+01 0.224773782 1.285224e+01 1.320004e+01
y_rep[170] 1.748430e+01 0.241836763 1.708909e+01 1.737669e+01
y_rep[171] 1.649467e+01 0.216162958 1.609164e+01 1.639617e+01
y_rep[172] 1.668068e+01 0.200385834 1.631797e+01 1.658661e+01
y_rep[173] 1.692140e+01 0.215619540 1.651632e+01 1.683047e+01
y_rep[174] 1.698898e+01 0.273969644 1.658463e+01 1.690422e+01
y_rep[175] 1.758341e+01 0.205908290 1.720936e+01 1.748836e+01
y_rep[176] 1.786349e+01 0.334893114 1.748871e+01 1.778407e+01
y_rep[177] 1.723486e+01 0.219356453 1.684711e+01 1.714441e+01
y_rep[178] 1.739784e+01 0.226244754 1.697482e+01 1.731411e+01
y_rep[179] 1.761668e+01 0.200782412 1.720123e+01 1.752137e+01
y_rep[180] 1.736175e+01 0.257406162 1.698569e+01 1.727706e+01
y_rep[181] 1.720389e+01 0.208108889 1.678333e+01 1.711543e+01
y_rep[182] 1.725169e+01 0.200882058 1.689991e+01 1.716903e+01
y_rep[183] 1.687987e+01 0.192608071 1.646468e+01 1.679204e+01
y_rep[184] 1.732616e+01 0.221132484 1.693840e+01 1.723828e+01
y_rep[185] 1.751031e+01 0.251251362 1.712317e+01 1.742234e+01
y_rep[186] 1.710491e+01 0.233312302 1.676325e+01 1.700717e+01
y_rep[187] 1.712690e+01 0.196027239 1.672735e+01 1.703427e+01
y_rep[188] 1.709452e+01 0.195685841 1.673174e+01 1.700491e+01
y_rep[189] 1.753562e+01 0.245028971 1.707036e+01 1.745502e+01
y_rep[190] 1.766848e+01 0.211224153 1.725818e+01 1.757794e+01
y_rep[191] 1.870607e+01 0.200113609 1.833078e+01 1.861257e+01
y_rep[192] 1.725668e+01 0.234263445 1.682292e+01 1.715607e+01
y_rep[193] 1.433369e+01 0.211879915 1.396624e+01 1.423995e+01
y_rep[194] 1.420545e+01 0.202012325 1.378749e+01 1.411753e+01
y_rep[195] 1.381943e+01 0.204752579 1.344205e+01 1.372583e+01
y_rep[196] 1.312474e+01 0.232774200 1.274567e+01 1.303613e+01
y_rep[197] 1.290784e+01 0.367786533 1.252032e+01 1.282674e+01
y_rep[198] 1.321884e+01 0.200452782 1.286357e+01 1.313271e+01
y_rep[199] 1.395512e+01 0.203091718 1.359774e+01 1.385903e+01
y_rep[200] 1.391882e+01 0.244087327 1.350006e+01 1.382003e+01
y_rep[201] 1.361982e+01 0.252566503 1.322105e+01 1.353443e+01
y_rep[202] 1.315950e+01 0.206247119 1.276036e+01 1.307318e+01
y_rep[203] 1.304211e+01 0.213530513 1.265589e+01 1.295100e+01
y_rep[204] 1.440368e+01 0.236365134 1.402157e+01 1.431811e+01
y_rep[205] 1.553362e+01 0.217045422 1.514349e+01 1.544407e+01
y_rep[206] 1.546704e+01 0.215690543 1.508281e+01 1.537798e+01
y_rep[207] 1.514498e+01 0.189899543 1.479050e+01 1.505098e+01
y_rep[208] 1.517467e+01 0.215153770 1.478525e+01 1.507979e+01
y_rep[209] 1.473929e+01 0.206104295 1.434070e+01 1.465409e+01
y_rep[210] 1.478774e+01 0.209085068 1.440255e+01 1.469452e+01
y_rep[211] 1.482578e+01 0.220292119 1.440017e+01 1.473582e+01
y_rep[212] 1.493558e+01 0.200653102 1.454351e+01 1.485079e+01
y_rep[213] 1.445146e+01 0.251037767 1.406372e+01 1.437069e+01
y_rep[214] 1.406357e+01 0.190985196 1.366503e+01 1.397917e+01
y_rep[215] 1.364257e+01 0.221154501 1.325433e+01 1.355087e+01
y_rep[216] 1.344237e+01 0.214149984 1.306176e+01 1.335471e+01
y_rep[217] 1.354827e+01 0.243507981 1.314806e+01 1.346331e+01
y_rep[218] 1.407746e+01 0.210430535 1.366610e+01 1.399324e+01
y_rep[219] 1.435885e+01 0.205784187 1.396234e+01 1.427051e+01
y_rep[220] 1.419294e+01 0.197844928 1.379566e+01 1.410296e+01
y_rep[221] 1.375029e+01 0.200109522 1.331939e+01 1.366514e+01
y_rep[222] 1.313717e+01 0.203735245 1.271261e+01 1.305297e+01
y_rep[223] 1.316872e+01 0.223625799 1.275056e+01 1.308099e+01
y_rep[224] 1.316916e+01 0.216617757 1.276899e+01 1.307563e+01
y_rep[225] 1.360829e+01 0.209494700 1.320806e+01 1.352329e+01
y_rep[226] 1.328597e+01 0.212638396 1.288033e+01 1.319476e+01
y_rep[227] 1.270704e+01 0.255624061 1.226037e+01 1.261861e+01
y_rep[228] 1.194052e+01 0.225592834 1.156547e+01 1.185048e+01
y_rep[229] 1.172342e+01 0.214404883 1.133667e+01 1.163327e+01
y_rep[230] 1.150206e+01 0.211576751 1.114466e+01 1.141508e+01
y_rep[231] 1.164298e+01 0.206364819 1.124652e+01 1.155278e+01
y_rep[232] 1.261524e+01 0.235976607 1.221665e+01 1.252531e+01
y_rep[233] 1.260910e+01 0.209801522 1.220069e+01 1.251933e+01
y_rep[234] 1.213532e+01 0.201767964 1.174827e+01 1.205322e+01
y_rep[235] 1.236506e+01 0.341047001 1.198846e+01 1.227230e+01
y_rep[236] 1.260969e+01 0.516539928 1.222850e+01 1.251296e+01
y_rep[237] 1.264880e+01 0.227730919 1.221830e+01 1.255775e+01
y_rep[238] 1.261657e+01 0.205791742 1.224918e+01 1.252113e+01
y_rep[239] 1.347366e+01 0.205491532 1.308991e+01 1.339102e+01
y_rep[240] 1.404163e+01 0.213056961 1.364974e+01 1.395072e+01
y_rep[241] 1.352761e+01 0.220008726 1.317146e+01 1.343438e+01
y_rep[242] 1.344985e+01 0.191358705 1.303693e+01 1.336606e+01
y_rep[243] 1.351833e+01 0.233338529 1.311652e+01 1.341721e+01
y_rep[244] 1.356389e+01 0.199101605 1.319690e+01 1.346813e+01
y_rep[245] 1.385878e+01 0.209620901 1.344169e+01 1.377229e+01
y_rep[246] 1.445158e+01 0.242819549 1.403470e+01 1.435541e+01
y_rep[247] 1.405505e+01 0.263402798 1.365118e+01 1.396694e+01
y_rep[248] 1.369425e+01 0.205438683 1.325454e+01 1.360738e+01
y_rep[249] 1.383480e+01 0.218799204 1.340422e+01 1.375460e+01
y_rep[250] 1.353682e+01 0.181395184 1.320285e+01 1.344754e+01
y_rep[251] 1.415183e+01 0.250706646 1.375247e+01 1.406296e+01
y_rep[252] 1.453128e+01 0.228604176 1.410685e+01 1.444312e+01
y_rep[253] 1.455975e+01 0.222440480 1.416707e+01 1.446386e+01
y_rep[254] 1.413734e+01 0.196745406 1.373763e+01 1.405238e+01
y_rep[255] 1.372815e+01 0.369144620 1.333383e+01 1.364435e+01
y_rep[256] 1.370546e+01 0.189997299 1.331274e+01 1.361718e+01
y_rep[257] 1.395740e+01 0.201011119 1.356756e+01 1.385820e+01
y_rep[258] 1.393948e+01 0.269308791 1.353624e+01 1.385088e+01
y_rep[259] 1.361897e+01 0.201886369 1.325618e+01 1.352569e+01
y_rep[260] 1.359834e+01 0.203779908 1.320112e+01 1.350361e+01
y_rep[261] 1.351179e+01 0.255953452 1.312226e+01 1.342637e+01
y_rep[262] 1.240343e+01 0.226230829 1.199341e+01 1.232148e+01
y_rep[263] 1.212045e+01 0.205458955 1.172939e+01 1.203109e+01
y_rep[264] 1.236720e+01 0.225300431 1.193811e+01 1.227414e+01
y_rep[265] 1.245471e+01 0.213466893 1.207258e+01 1.236765e+01
y_rep[266] 1.343711e+01 0.206507717 1.306097e+01 1.334357e+01
y_rep[267] 1.316257e+01 0.233177214 1.276395e+01 1.307227e+01
y_rep[268] 1.271467e+01 0.217155751 1.234081e+01 1.262259e+01
y_rep[269] 1.258208e+01 0.210453932 1.219018e+01 1.249916e+01
y_rep[270] 1.303632e+01 0.214485220 1.263871e+01 1.294507e+01
y_rep[271] 1.354030e+01 0.233934511 1.316438e+01 1.344866e+01
y_rep[272] 1.375503e+01 0.203807671 1.334804e+01 1.365988e+01
y_rep[273] 1.356311e+01 0.217351648 1.315312e+01 1.347603e+01
y_rep[274] 1.346149e+01 0.213242772 1.308022e+01 1.336922e+01
y_rep[275] 1.282144e+01 0.214691517 1.246973e+01 1.273145e+01
y_rep[276] 1.265736e+01 0.209063136 1.225771e+01 1.256536e+01
y_rep[277] 1.269860e+01 0.186925434 1.233715e+01 1.261643e+01
y_rep[278] 1.287344e+01 0.230353805 1.242970e+01 1.277163e+01
y_rep[279] 1.285455e+01 0.195268311 1.248567e+01 1.275858e+01
y_rep[280] 1.291604e+01 0.218784050 1.253309e+01 1.282654e+01
y_rep[281] 1.280688e+01 0.203443506 1.239860e+01 1.272055e+01
y_rep[282] 1.262106e+01 0.269053911 1.221839e+01 1.254176e+01
y_rep[283] 1.325237e+01 0.186870867 1.289084e+01 1.316313e+01
y_rep[284] 1.307306e+01 0.282124443 1.268773e+01 1.298305e+01
y_rep[285] 1.358111e+01 0.204571621 1.323926e+01 1.349600e+01
y_rep[286] 1.369097e+01 0.182014236 1.336625e+01 1.359926e+01
y_rep[287] 1.349602e+01 0.221580608 1.311265e+01 1.339753e+01
y_rep[288] 1.320946e+01 0.224406562 1.286277e+01 1.311308e+01
y_rep[289] 1.282696e+01 0.230027275 1.239634e+01 1.273455e+01
y_rep[290] 1.273843e+01 0.230653923 1.234356e+01 1.264767e+01
y_rep[291] 1.291154e+01 0.192718336 1.254195e+01 1.281843e+01
y_rep[292] 1.305421e+01 0.202260103 1.264572e+01 1.296935e+01
y_rep[293] 1.279856e+01 0.242015930 1.239655e+01 1.271520e+01
y_rep[294] 1.265192e+01 0.222715095 1.229222e+01 1.255446e+01
y_rep[295] 1.295391e+01 0.228827535 1.254202e+01 1.285517e+01
y_rep[296] 1.347000e+01 0.213573214 1.310681e+01 1.339024e+01
y_rep[297] 1.317070e+01 0.217705679 1.277820e+01 1.307977e+01
y_rep[298] 1.452026e+01 0.210864874 1.416737e+01 1.443553e+01
y_rep[299] 1.464998e+01 0.225395555 1.427432e+01 1.456328e+01
y_rep[300] 1.493359e+01 0.204398777 1.454252e+01 1.485169e+01
y_rep[301] 1.488601e+01 0.202508796 1.446915e+01 1.479954e+01
y_rep[302] 1.488945e+01 0.200879075 1.447716e+01 1.479296e+01
y_rep[303] 1.477899e+01 0.224339028 1.435819e+01 1.468782e+01
y_rep[304] 1.488241e+01 0.276117674 1.449554e+01 1.479911e+01
y_rep[305] 1.486024e+01 0.213966003 1.445916e+01 1.476626e+01
y_rep[306] 1.461988e+01 0.234945633 1.419727e+01 1.452142e+01
y_rep[307] 1.463590e+01 0.214158741 1.425627e+01 1.454727e+01
y_rep[308] 1.462683e+01 0.196272118 1.428003e+01 1.452967e+01
y_rep[309] 1.555442e+01 0.246634725 1.516604e+01 1.546283e+01
y_rep[310] 1.602188e+01 0.277176265 1.560233e+01 1.592742e+01
y_rep[311] 1.576217e+01 0.226385251 1.533561e+01 1.567286e+01
y_rep[312] 1.570206e+01 0.207125141 1.530343e+01 1.561272e+01
y_rep[313] 1.585307e+01 0.283987976 1.542876e+01 1.576787e+01
y_rep[314] 1.569343e+01 0.210739735 1.529796e+01 1.560196e+01
y_rep[315] 1.535510e+01 0.200048750 1.495245e+01 1.526781e+01
y_rep[316] 1.523504e+01 0.224315672 1.485649e+01 1.514004e+01
y_rep[317] 1.490941e+01 0.192854088 1.454852e+01 1.482309e+01
y_rep[318] 1.469800e+01 0.336729884 1.429104e+01 1.462200e+01
y_rep[319] 1.482148e+01 0.220571172 1.446804e+01 1.472637e+01
y_rep[320] 1.406938e+01 0.403819538 1.370896e+01 1.397861e+01
y_rep[321] 1.314753e+01 0.204591822 1.275426e+01 1.305499e+01
y_rep[322] 1.308167e+01 0.248384315 1.266071e+01 1.299450e+01
y_rep[323] 1.258818e+01 0.216632530 1.216094e+01 1.249990e+01
y_rep[324] 1.282926e+01 0.206440100 1.248003e+01 1.272914e+01
y_rep[325] 1.313264e+01 0.207363791 1.270597e+01 1.303973e+01
y_rep[326] 1.325579e+01 0.189979370 1.289059e+01 1.316687e+01
y_rep[327] 1.357243e+01 0.214437283 1.318000e+01 1.348277e+01
y_rep[328] 1.350206e+01 0.226187011 1.316913e+01 1.340330e+01
y_rep[329] 1.352128e+01 0.220113054 1.313530e+01 1.344014e+01
y_rep[330] 1.354895e+01 0.234288663 1.318091e+01 1.344885e+01
y_rep[331] 1.358116e+01 0.202210819 1.321379e+01 1.348979e+01
y_rep[332] 1.289592e+01 0.234085102 1.249406e+01 1.280153e+01
y_rep[333] 1.346324e+01 0.202569813 1.300864e+01 1.337068e+01
y_rep[334] 1.361480e+01 0.272767780 1.322211e+01 1.353157e+01
y_rep[335] 1.341305e+01 0.213690186 1.300365e+01 1.332681e+01
y_rep[336] 1.321061e+01 0.223822169 1.281624e+01 1.311593e+01
y_rep[337] 1.317900e+01 0.228388877 1.281401e+01 1.308849e+01
y_rep[338] 1.369681e+01 0.209938067 1.326756e+01 1.360831e+01
y_rep[339] 1.388604e+01 0.229534600 1.348499e+01 1.379072e+01
y_rep[340] 1.415265e+01 0.219712100 1.373968e+01 1.406715e+01
y_rep[341] 1.381731e+01 0.210339431 1.340518e+01 1.373001e+01
y_rep[342] 1.394914e+01 0.194669480 1.356653e+01 1.385911e+01
y_rep[343] 1.421526e+01 0.220808009 1.379237e+01 1.413416e+01
y_rep[344] 1.403073e+01 0.237639823 1.366817e+01 1.393769e+01
y_rep[345] 1.425574e+01 0.196025645 1.387862e+01 1.416948e+01
y_rep[346] 1.452200e+01 0.205654987 1.412756e+01 1.442434e+01
y_rep[347] 1.406145e+01 0.196758000 1.363567e+01 1.397875e+01
y_rep[348] 1.399828e+01 0.222850364 1.361930e+01 1.389795e+01
y_rep[349] 1.380739e+01 0.186783834 1.342852e+01 1.371995e+01
y_rep[350] 1.389390e+01 0.195788486 1.351511e+01 1.379435e+01
y_rep[351] 1.398604e+01 0.189553309 1.359427e+01 1.389371e+01
y_rep[352] 1.444039e+01 0.232067692 1.402026e+01 1.435470e+01
y_rep[353] 1.447825e+01 0.297218354 1.410252e+01 1.439212e+01
y_rep[354] 1.532118e+01 0.202530792 1.489980e+01 1.523491e+01
y_rep[355] 1.534530e+01 0.548617572 1.503255e+01 1.525757e+01
y_rep[356] 1.539697e+01 0.205934366 1.499150e+01 1.531082e+01
y_rep[357] 1.734779e+01 0.235716561 1.693766e+01 1.724807e+01
y_rep[358] 1.906289e+01 0.201502405 1.864085e+01 1.898206e+01
y_rep[359] 1.820822e+01 0.226554736 1.780323e+01 1.812207e+01
y_rep[360] 1.903355e+01 0.209370000 1.867108e+01 1.893934e+01
y_rep[361] 1.897058e+01 0.195110422 1.857186e+01 1.888357e+01
y_rep[362] 1.908468e+01 0.191104523 1.870722e+01 1.898986e+01
y_rep[363] 2.007730e+01 0.217926983 1.961658e+01 1.998771e+01
y_rep[364] 2.046878e+01 0.221236497 2.005066e+01 2.037043e+01
y_rep[365] 2.007633e+01 0.231550769 1.970755e+01 1.998371e+01
y_rep[366] 2.030851e+01 0.231335979 1.991597e+01 2.021906e+01
y_rep[367] 2.104171e+01 0.226579462 2.062064e+01 2.095447e+01
y_rep[368] 2.094274e+01 0.203355777 2.056602e+01 2.085245e+01
y_rep[369] 2.142539e+01 0.223028839 2.100817e+01 2.132746e+01
y_rep[370] 2.180272e+01 0.266216367 2.138543e+01 2.172222e+01
y_rep[371] 2.137053e+01 0.199458085 2.101185e+01 2.127932e+01
y_rep[372] 2.194525e+01 0.318243661 2.159591e+01 2.186052e+01
y_rep[373] 2.218089e+01 0.202693268 2.179189e+01 2.208457e+01
y_rep[374] 2.192082e+01 0.228165219 2.147649e+01 2.182961e+01
y_rep[375] 2.195490e+01 0.196879611 2.157319e+01 2.185904e+01
y_rep[376] 2.205239e+01 0.272874585 2.164328e+01 2.197381e+01
y_rep[377] 2.194979e+01 0.217064705 2.155378e+01 2.186084e+01
y_rep[378] 2.189213e+01 0.225743041 2.150642e+01 2.180374e+01
y_rep[379] 2.157936e+01 0.202313805 2.122685e+01 2.148133e+01
y_rep[380] 1.954313e+01 0.205862621 1.916246e+01 1.944797e+01
y_rep[381] 1.996179e+01 0.227624087 1.959942e+01 1.986891e+01
y_rep[382] 2.066957e+01 0.208485366 2.031613e+01 2.057194e+01
y_rep[383] 2.030091e+01 0.227290123 1.985781e+01 2.021304e+01
y_rep[384] 1.999483e+01 0.189187097 1.963815e+01 1.989980e+01
y_rep[385] 1.978857e+01 0.197201208 1.939588e+01 1.970298e+01
y_rep[386] 1.935758e+01 0.213454270 1.897055e+01 1.925704e+01
y_rep[387] 1.984690e+01 0.216499976 1.940194e+01 1.975943e+01
y_rep[388] 2.035057e+01 0.261613153 1.987851e+01 2.025787e+01
y_rep[389] 2.002214e+01 0.196434438 1.966106e+01 1.992808e+01
y_rep[390] 1.948041e+01 0.214757542 1.909952e+01 1.938305e+01
y_rep[391] 1.928747e+01 0.189746692 1.890754e+01 1.919936e+01
y_rep[392] 1.859685e+01 0.201367931 1.822900e+01 1.850567e+01
y_rep[393] 1.892050e+01 0.187250152 1.854900e+01 1.882635e+01
y_rep[394] 1.894478e+01 0.216264643 1.855859e+01 1.885277e+01
y_rep[395] 1.858272e+01 0.212349030 1.816985e+01 1.849380e+01
y_rep[396] 1.809284e+01 0.275601388 1.763361e+01 1.801029e+01
y_rep[397] 1.803454e+01 0.250327884 1.762111e+01 1.793870e+01
y_rep[398] 1.802256e+01 0.211963244 1.757484e+01 1.793379e+01
y_rep[399] 1.790257e+01 0.210147241 1.748782e+01 1.780932e+01
y_rep[400] 1.750513e+01 0.216791905 1.712970e+01 1.741666e+01
y_rep[401] 1.769385e+01 0.196861189 1.735528e+01 1.760791e+01
y_rep[402] 1.756883e+01 0.218192663 1.718676e+01 1.748068e+01
y_rep[403] 1.726701e+01 0.196687916 1.684371e+01 1.718490e+01
y_rep[404] 1.674189e+01 0.211134759 1.634391e+01 1.665752e+01
y_rep[405] 1.595451e+01 0.217835137 1.554224e+01 1.587449e+01
y_rep[406] 1.608292e+01 0.248599083 1.565293e+01 1.599587e+01
y_rep[407] 1.639949e+01 0.199768828 1.605357e+01 1.630592e+01
y_rep[408] 1.622616e+01 0.557881815 1.580471e+01 1.612182e+01
y_rep[409] 1.594777e+01 0.216004799 1.555165e+01 1.586196e+01
y_rep[410] 1.537736e+01 0.224715600 1.494774e+01 1.528842e+01
y_rep[411] 1.515541e+01 0.211316256 1.476193e+01 1.506244e+01
y_rep[412] 1.532607e+01 0.191642706 1.495687e+01 1.523289e+01
y_rep[413] 1.531934e+01 0.192962376 1.492417e+01 1.524061e+01
y_rep[414] 1.503192e+01 0.209320603 1.465953e+01 1.494310e+01
y_rep[415] 1.498130e+01 0.206938848 1.459472e+01 1.488621e+01
y_rep[416] 1.510833e+01 0.254641765 1.473434e+01 1.501650e+01
y_rep[417] 1.482872e+01 0.190032283 1.443145e+01 1.473828e+01
y_rep[418] 1.507363e+01 0.206559559 1.469973e+01 1.497985e+01
y_rep[419] 1.607124e+01 0.243743735 1.566338e+01 1.597627e+01
y_rep[420] 1.586236e+01 0.198132567 1.549302e+01 1.576917e+01
y_rep[421] 1.565591e+01 0.218886810 1.524437e+01 1.556150e+01
y_rep[422] 1.527132e+01 0.228823322 1.486025e+01 1.518142e+01
y_rep[423] 1.491831e+01 0.246824596 1.452072e+01 1.483150e+01
y_rep[424] 1.544250e+01 0.240126954 1.503861e+01 1.534391e+01
y_rep[425] 1.590155e+01 0.201563538 1.554527e+01 1.581163e+01
y_rep[426] 1.589167e+01 0.206892714 1.551650e+01 1.579860e+01
y_rep[427] 1.589306e+01 0.218534949 1.548447e+01 1.580656e+01
y_rep[428] 1.602322e+01 0.232270366 1.560810e+01 1.592854e+01
y_rep[429] 1.572375e+01 0.232122934 1.527400e+01 1.563006e+01
y_rep[430] 1.579518e+01 0.220268485 1.540098e+01 1.570783e+01
y_rep[431] 1.611954e+01 0.209235763 1.569458e+01 1.603161e+01
y_rep[432] 1.591754e+01 0.219664299 1.551263e+01 1.583005e+01
y_rep[433] 1.618629e+01 0.215601899 1.579508e+01 1.609016e+01
y_rep[434] 1.647287e+01 0.204106949 1.612520e+01 1.637192e+01
y_rep[435] 1.618330e+01 0.183727135 1.584995e+01 1.609705e+01
y_rep[436] 1.589531e+01 0.188120621 1.547765e+01 1.581045e+01
y_rep[437] 1.630843e+01 0.199623019 1.591472e+01 1.621976e+01
y_rep[438] 1.591154e+01 0.207037675 1.553203e+01 1.582820e+01
y_rep[439] 1.572926e+01 0.237990216 1.531655e+01 1.563006e+01
y_rep[440] 1.576761e+01 0.226629130 1.537697e+01 1.568074e+01
y_rep[441] 1.563270e+01 0.227127011 1.525990e+01 1.554273e+01
y_rep[442] 1.527939e+01 0.229952938 1.490316e+01 1.519507e+01
y_rep[443] 1.550685e+01 0.246055463 1.513429e+01 1.542397e+01
y_rep[444] 1.517675e+01 0.195127991 1.481655e+01 1.508366e+01
y_rep[445] 1.512425e+01 0.265856645 1.473971e+01 1.503191e+01
y_rep[446] 1.573027e+01 0.215983865 1.532564e+01 1.563467e+01
y_rep[447] 1.568671e+01 0.215480076 1.526236e+01 1.559177e+01
y_rep[448] 1.471103e+01 0.206228508 1.434037e+01 1.462253e+01
y_rep[449] 1.487281e+01 0.206999866 1.449452e+01 1.478614e+01
y_rep[450] 1.466514e+01 0.262911887 1.427902e+01 1.457780e+01
y_rep[451] 1.443214e+01 0.222511477 1.399699e+01 1.433892e+01
y_rep[452] 1.435464e+01 0.238239012 1.399268e+01 1.426180e+01
y_rep[453] 1.398798e+01 0.204150718 1.361955e+01 1.389947e+01
y_rep[454] 1.362384e+01 0.209833522 1.324787e+01 1.353782e+01
y_rep[455] 1.483547e+01 0.225221791 1.445889e+01 1.474397e+01
y_rep[456] 1.487658e+01 0.223026331 1.441669e+01 1.479680e+01
y_rep[457] 1.473041e+01 0.212066603 1.431580e+01 1.464248e+01
y_rep[458] 1.487053e+01 0.190013045 1.450062e+01 1.477783e+01
y_rep[459] 1.494873e+01 0.265114962 1.452106e+01 1.485240e+01
y_rep[460] 1.445365e+01 0.212455293 1.405013e+01 1.436410e+01
y_rep[461] 1.481426e+01 0.211196796 1.442562e+01 1.472795e+01
y_rep[462] 1.455987e+01 0.202638290 1.417060e+01 1.446425e+01
y_rep[463] 1.414041e+01 0.199432262 1.376055e+01 1.404854e+01
y_rep[464] 1.411207e+01 0.257015722 1.369552e+01 1.403630e+01
y_rep[465] 1.383851e+01 0.218133923 1.343005e+01 1.375482e+01
y_rep[466] 1.384507e+01 0.213820446 1.344573e+01 1.375841e+01
y_rep[467] 1.541407e+01 0.242410062 1.503973e+01 1.532069e+01
y_rep[468] 1.505259e+01 0.211538372 1.467265e+01 1.495992e+01
y_rep[469] 1.524020e+01 0.196011883 1.482929e+01 1.515229e+01
y_rep[470] 1.569526e+01 0.309922944 1.524974e+01 1.560427e+01
y_rep[471] 1.597659e+01 0.215824598 1.554467e+01 1.588195e+01
y_rep[472] 1.561882e+01 0.237418650 1.519831e+01 1.552927e+01
y_rep[473] 1.909537e+01 0.203004903 1.869633e+01 1.900133e+01
y_rep[474] 2.212039e+01 0.202096590 2.173160e+01 2.203161e+01
y_rep[475] 2.178682e+01 0.201681044 2.141071e+01 2.169723e+01
y_rep[476] 2.182710e+01 0.201563113 2.146729e+01 2.172799e+01
y_rep[477] 2.157862e+01 0.200671527 2.120713e+01 2.148608e+01
y_rep[478] 2.061587e+01 0.227114589 2.023834e+01 2.052703e+01
y_rep[479] 2.144062e+01 0.224544694 2.103264e+01 2.135059e+01
y_rep[480] 2.124424e+01 0.224376914 2.082268e+01 2.114790e+01
y_rep[481] 2.106955e+01 0.357633370 2.066717e+01 2.098886e+01
y_rep[482] 2.101960e+01 0.201273008 2.064446e+01 2.093176e+01
y_rep[483] 2.128402e+01 0.212129226 2.086260e+01 2.119088e+01
y_rep[484] 2.132924e+01 0.195274120 2.094878e+01 2.124081e+01
y_rep[485] 2.160704e+01 0.245641152 2.121325e+01 2.150273e+01
y_rep[486] 2.179679e+01 0.226021562 2.139095e+01 2.170022e+01
y_rep[487] 2.142454e+01 0.227087170 2.103226e+01 2.133061e+01
y_rep[488] 2.238129e+01 0.260892992 2.199428e+01 2.229128e+01
y_rep[489] 2.216654e+01 0.225096104 2.172579e+01 2.207013e+01
y_rep[490] 2.145031e+01 0.206142677 2.104940e+01 2.136366e+01
y_rep[491] 2.150859e+01 0.260994921 2.108173e+01 2.141125e+01
y_rep[492] 2.119195e+01 0.208577913 2.079065e+01 2.110477e+01
y_rep[493] 2.076765e+01 0.205213923 2.037190e+01 2.067271e+01
y_rep[494] 2.113587e+01 0.196049762 2.077791e+01 2.104099e+01
y_rep[495] 2.097984e+01 0.210464055 2.055407e+01 2.089921e+01
y_rep[496] 1.906850e+01 0.230177495 1.864940e+01 1.898193e+01
y_rep[497] 1.585379e+01 0.190114781 1.545998e+01 1.576227e+01
y_rep[498] 1.643930e+01 0.224069442 1.602808e+01 1.633435e+01
y_rep[499] 1.663601e+01 0.211094711 1.619951e+01 1.653422e+01
y_rep[500] 1.569864e+01 0.219298146 1.527999e+01 1.561611e+01
y_rep[501] 1.584841e+01 0.207111402 1.541866e+01 1.576265e+01
y_rep[502] 1.543925e+01 0.210156079 1.502620e+01 1.535348e+01
y_rep[503] 1.563331e+01 0.206865885 1.522019e+01 1.553659e+01
y_rep[504] 1.565286e+01 0.201299133 1.525655e+01 1.556046e+01
y_rep[505] 1.526873e+01 0.208111611 1.487646e+01 1.517923e+01
y_rep[506] 1.494054e+01 0.206874090 1.452232e+01 1.485746e+01
y_rep[507] 1.477318e+01 0.218407860 1.433909e+01 1.468625e+01
y_rep[508] 1.419116e+01 0.205985966 1.379757e+01 1.410592e+01
y_rep[509] 1.449188e+01 0.192472791 1.413003e+01 1.439820e+01
y_rep[510] 1.413946e+01 0.227228889 1.375655e+01 1.404649e+01
y_rep[511] 1.356820e+01 0.209680654 1.320390e+01 1.347739e+01
y_rep[512] 1.369692e+01 0.235058695 1.327428e+01 1.360098e+01
y_rep[513] 1.325730e+01 0.218311370 1.281673e+01 1.316799e+01
y_rep[514] 1.283801e+01 0.211251607 1.242036e+01 1.274115e+01
y_rep[515] 1.288111e+01 0.211309857 1.246981e+01 1.278813e+01
y_rep[516] 1.321081e+01 0.218428725 1.282484e+01 1.311011e+01
y_rep[517] 1.282196e+01 0.293807787 1.239999e+01 1.272867e+01
y_rep[518] 1.301972e+01 0.224043621 1.265485e+01 1.293381e+01
y_rep[519] 1.298236e+01 0.200319167 1.261070e+01 1.289448e+01
y_rep[520] 1.238650e+01 0.297152528 1.197621e+01 1.229504e+01
y_rep[521] 1.269886e+01 0.199176311 1.229038e+01 1.261123e+01
y_rep[522] 1.256649e+01 0.216289114 1.220166e+01 1.247960e+01
y_rep[523] 1.233609e+01 0.226598577 1.195652e+01 1.223968e+01
y_rep[524] 1.218616e+01 0.200105319 1.177668e+01 1.210113e+01
y_rep[525] 1.229772e+01 0.233241498 1.187822e+01 1.220604e+01
y_rep[526] 1.179147e+01 0.190665860 1.142944e+01 1.169613e+01
y_rep[527] 1.172606e+01 0.219814985 1.130329e+01 1.163567e+01
y_rep[528] 1.224812e+01 0.208727159 1.186567e+01 1.215479e+01
y_rep[529] 1.199573e+01 0.214683098 1.158549e+01 1.190356e+01
y_rep[530] 1.229445e+01 0.206623843 1.190477e+01 1.220310e+01
y_rep[531] 1.210239e+01 0.209602419 1.170061e+01 1.201110e+01
y_rep[532] 1.145942e+01 0.292543697 1.108506e+01 1.137170e+01
y_rep[533] 1.171621e+01 0.236992298 1.131227e+01 1.162208e+01
y_rep[534] 1.187745e+01 0.214708408 1.153767e+01 1.178585e+01
y_rep[535] 1.167670e+01 0.237423885 1.129333e+01 1.158563e+01
y_rep[536] 1.267486e+01 0.226968850 1.227882e+01 1.258118e+01
y_rep[537] 1.226867e+01 0.220035127 1.186763e+01 1.217294e+01
y_rep[538] 1.182696e+01 0.211030896 1.143582e+01 1.173424e+01
y_rep[539] 1.186818e+01 0.231239851 1.149330e+01 1.177965e+01
y_rep[540] 1.155705e+01 0.202111530 1.114926e+01 1.146725e+01
y_rep[541] 1.149545e+01 0.203528529 1.113264e+01 1.140422e+01
y_rep[542] 1.157814e+01 0.279163439 1.116460e+01 1.149169e+01
y_rep[543] 1.134138e+01 0.211673655 1.094262e+01 1.124411e+01
y_rep[544] 1.115253e+01 0.219018564 1.076137e+01 1.105897e+01
y_rep[545] 1.171543e+01 0.204406621 1.136187e+01 1.162298e+01
y_rep[546] 1.132040e+01 0.188287637 1.094964e+01 1.122764e+01
y_rep[547] 1.137262e+01 0.225974657 1.099279e+01 1.128791e+01
y_rep[548] 1.129317e+01 0.292942064 1.090967e+01 1.119940e+01
y_rep[549] 1.162300e+01 0.210280961 1.116470e+01 1.153559e+01
y_rep[550] 1.155897e+01 0.250603269 1.118119e+01 1.146321e+01
y_rep[551] 1.125473e+01 0.226732768 1.082693e+01 1.116292e+01
y_rep[552] 1.099383e+01 0.210855612 1.059979e+01 1.090125e+01
y_rep[553] 1.085152e+01 0.200365509 1.046438e+01 1.075395e+01
y_rep[554] 1.103819e+01 0.252292788 1.067777e+01 1.094952e+01
y_rep[555] 1.096904e+01 0.208353883 1.059416e+01 1.087692e+01
y_rep[556] 1.042517e+01 0.182815600 1.006749e+01 1.032924e+01
y_rep[557] 1.024618e+01 0.217750966 9.839845e+00 1.015690e+01
y_rep[558] 1.032884e+01 0.287002364 9.932080e+00 1.024715e+01
y_rep[559] 1.005400e+01 0.196354841 9.671112e+00 9.965451e+00
y_rep[560] 1.324214e+01 0.216031097 1.284106e+01 1.315166e+01
y_rep[561] 1.278632e+01 0.384328950 1.241414e+01 1.271254e+01
y_rep[562] 1.265164e+01 0.231940956 1.225198e+01 1.256163e+01
y_rep[563] 1.299435e+01 0.184798189 1.258620e+01 1.290332e+01
y_rep[564] 1.346912e+01 0.234760475 1.310207e+01 1.337791e+01
y_rep[565] 1.297205e+01 0.273046203 1.257343e+01 1.287739e+01
y_rep[566] 1.319640e+01 0.217686971 1.280613e+01 1.309733e+01
y_rep[567] 1.292527e+01 0.216412498 1.256597e+01 1.283662e+01
y_rep[568] 1.250638e+01 0.216718902 1.208412e+01 1.241930e+01
y_rep[569] 1.284225e+01 0.201305295 1.248406e+01 1.275646e+01
y_rep[570] 1.272488e+01 0.208469696 1.237252e+01 1.263046e+01
y_rep[571] 1.267873e+01 0.189611480 1.232820e+01 1.258839e+01
y_rep[572] 1.230261e+01 0.208731779 1.189325e+01 1.222240e+01
y_rep[573] 1.236250e+01 0.195244677 1.195985e+01 1.226681e+01
y_rep[574] 1.211322e+01 0.220386858 1.175152e+01 1.202329e+01
y_rep[575] 1.231952e+01 0.221457322 1.189618e+01 1.222996e+01
y_rep[576] 1.206102e+01 0.205888158 1.166518e+01 1.197844e+01
y_rep[577] 1.197367e+01 0.225666980 1.160745e+01 1.188189e+01
y_rep[578] 1.234041e+01 0.216824665 1.196751e+01 1.225482e+01
y_rep[579] 1.233728e+01 0.275034545 1.192996e+01 1.225506e+01
y_rep[580] 1.203800e+01 0.210849189 1.162570e+01 1.194695e+01
y_rep[581] 1.213730e+01 0.220881358 1.168553e+01 1.204227e+01
y_rep[582] 1.217610e+01 0.214150081 1.177673e+01 1.208051e+01
y_rep[583] 1.101726e+01 0.255861794 1.055961e+01 1.091236e+01
y_rep[584] 1.106159e+01 0.195049159 1.067578e+01 1.096928e+01
y_rep[585] 1.085157e+01 0.212661262 1.046846e+01 1.075881e+01
y_rep[586] 1.047179e+01 0.189462551 1.010983e+01 1.037515e+01
y_rep[587] 1.059533e+01 0.185372037 1.021932e+01 1.051104e+01
y_rep[588] 1.122329e+01 0.254962341 1.077781e+01 1.114598e+01
y_rep[589] 1.124767e+01 0.218981566 1.084236e+01 1.115499e+01
y_rep[590] 1.153901e+01 0.206078358 1.116706e+01 1.144911e+01
y_rep[591] 1.159965e+01 0.278038942 1.120125e+01 1.150947e+01
y_rep[592] 1.771565e+01 0.245451638 1.726303e+01 1.758286e+01
y_rep[593] 1.866106e+01 0.239408692 1.828304e+01 1.856161e+01
y_rep[594] 1.918923e+01 0.263670423 1.876632e+01 1.909480e+01
y_rep[595] 1.857834e+01 0.221211121 1.812750e+01 1.849048e+01
y_rep[596] 1.906766e+01 0.216140024 1.866386e+01 1.897797e+01
y_rep[597] 1.943033e+01 0.229421851 1.902478e+01 1.934019e+01
y_rep[598] 1.929776e+01 0.229111280 1.892977e+01 1.919884e+01
y_rep[599] 1.959259e+01 0.217376402 1.914545e+01 1.950063e+01
y_rep[600] 1.938952e+01 0.197327812 1.901548e+01 1.929796e+01
y_rep[601] 1.947175e+01 0.188313550 1.910749e+01 1.938643e+01
y_rep[602] 1.956656e+01 0.280556223 1.911589e+01 1.948270e+01
y_rep[603] 2.044569e+01 0.184314501 2.008614e+01 2.035187e+01
y_rep[604] 2.018380e+01 0.287001583 1.976706e+01 2.010240e+01
y_rep[605] 2.001578e+01 0.238940923 1.956446e+01 1.992135e+01
y_rep[606] 2.036613e+01 0.212192031 1.998531e+01 2.027460e+01
y_rep[607] 2.040351e+01 0.210532216 2.003315e+01 2.031768e+01
y_rep[608] 2.044145e+01 0.218955543 2.007279e+01 2.035167e+01
y_rep[609] 2.071868e+01 0.220720325 2.034611e+01 2.062655e+01
y_rep[610] 2.038917e+01 0.221388317 1.996266e+01 2.029925e+01
y_rep[611] 2.072300e+01 0.214596124 2.035514e+01 2.063439e+01
y_rep[612] 2.042931e+01 0.222007555 2.004665e+01 2.033475e+01
y_rep[613] 2.009239e+01 0.228197634 1.968937e+01 2.000786e+01
y_rep[614] 1.823289e+01 0.223025910 1.781058e+01 1.814489e+01
y_rep[615] 1.639543e+01 0.229865073 1.601633e+01 1.630634e+01
y_rep[616] 1.542769e+01 0.211147315 1.500985e+01 1.533363e+01
y_rep[617] 1.567725e+01 0.203271663 1.526780e+01 1.558852e+01
y_rep[618] 1.522137e+01 0.227229793 1.483591e+01 1.512806e+01
y_rep[619] 1.465714e+01 0.218909362 1.425397e+01 1.456858e+01
y_rep[620] 1.464688e+01 0.217459167 1.420615e+01 1.455245e+01
y_rep[621] 1.474067e+01 0.199611484 1.432273e+01 1.465258e+01
y_rep[622] 1.525963e+01 0.216826348 1.487708e+01 1.516698e+01
y_rep[623] 1.541823e+01 0.216477250 1.504186e+01 1.532987e+01
y_rep[624] 1.513795e+01 0.226039182 1.476172e+01 1.504426e+01
y_rep[625] 1.510699e+01 0.202265390 1.475623e+01 1.501083e+01
y_rep[626] 1.452990e+01 0.255065786 1.412887e+01 1.444044e+01
y_rep[627] 1.439717e+01 0.241995877 1.401052e+01 1.430443e+01
y_rep[628] 1.409711e+01 0.236839635 1.367921e+01 1.400248e+01
y_rep[629] 1.380958e+01 0.204396074 1.343989e+01 1.371429e+01
y_rep[630] 1.378293e+01 0.205029253 1.337661e+01 1.369047e+01
y_rep[631] 1.334385e+01 0.206429352 1.291918e+01 1.326363e+01
y_rep[632] 1.338731e+01 0.221388641 1.295900e+01 1.330455e+01
y_rep[633] 1.343236e+01 0.212330845 1.303235e+01 1.334451e+01
y_rep[634] 1.322566e+01 0.204013913 1.282871e+01 1.313609e+01
y_rep[635] 1.276563e+01 0.253448468 1.236409e+01 1.267817e+01
y_rep[636] 1.268778e+01 0.214417223 1.228180e+01 1.259389e+01
y_rep[637] 1.226260e+01 0.246172330 1.181692e+01 1.216805e+01
y_rep[638] 1.275450e+01 0.220466380 1.235414e+01 1.266150e+01
y_rep[639] 1.296390e+01 0.194309708 1.256557e+01 1.287360e+01
y_rep[640] 1.280425e+01 0.220228948 1.242038e+01 1.270472e+01
y_rep[641] 1.258000e+01 0.215593305 1.213363e+01 1.249088e+01
y_rep[642] 1.281174e+01 0.185567030 1.247893e+01 1.272421e+01
y_rep[643] 1.251219e+01 0.246560176 1.211218e+01 1.241852e+01
y_rep[644] 1.234799e+01 0.205564681 1.196210e+01 1.226151e+01
y_rep[645] 1.233827e+01 0.226207752 1.196862e+01 1.224852e+01
y_rep[646] 1.192984e+01 0.201707380 1.153733e+01 1.184663e+01
y_rep[647] 1.193273e+01 0.215589933 1.153078e+01 1.183620e+01
y_rep[648] 1.205461e+01 0.208751622 1.167023e+01 1.196579e+01
y_rep[649] 1.238747e+01 0.261648251 1.200292e+01 1.228389e+01
y_rep[650] 1.241786e+01 0.226281224 1.195216e+01 1.233940e+01
y_rep[651] 1.252458e+01 0.216836806 1.210178e+01 1.243443e+01
y_rep[652] 1.245320e+01 0.192253578 1.207645e+01 1.236528e+01
y_rep[653] 1.247388e+01 0.210296372 1.207723e+01 1.238703e+01
y_rep[654] 1.249815e+01 0.225716904 1.209344e+01 1.241203e+01
y_rep[655] 1.253967e+01 0.216748003 1.215619e+01 1.244853e+01
y_rep[656] 1.249405e+01 0.287969419 1.209203e+01 1.240145e+01
y_rep[657] 1.252006e+01 0.197510414 1.213567e+01 1.242886e+01
y_rep[658] 1.252032e+01 0.214397955 1.206206e+01 1.242974e+01
y_rep[659] 1.256867e+01 0.220647153 1.216000e+01 1.248322e+01
y_rep[660] 1.235673e+01 0.221418983 1.191583e+01 1.227176e+01
y_rep[661] 1.199995e+01 0.205334461 1.162659e+01 1.190554e+01
y_rep[662] 1.212979e+01 0.223495331 1.176032e+01 1.203498e+01
y_rep[663] 1.211729e+01 0.204964692 1.172671e+01 1.203560e+01
y_rep[664] 1.243812e+01 0.201575383 1.203588e+01 1.234971e+01
y_rep[665] 1.273471e+01 0.187595053 1.238093e+01 1.264419e+01
y_rep[666] 1.220012e+01 0.194368437 1.178859e+01 1.211216e+01
y_rep[667] 1.242116e+01 0.198954065 1.203484e+01 1.233428e+01
y_rep[668] 1.205112e+01 0.247859371 1.163127e+01 1.197123e+01
y_rep[669] 1.188958e+01 0.216627257 1.151052e+01 1.179627e+01
y_rep[670] 1.207034e+01 0.220091068 1.167420e+01 1.199009e+01
y_rep[671] 1.237779e+01 0.231932133 1.197720e+01 1.229573e+01
y_rep[672] 1.214065e+01 0.202929814 1.177502e+01 1.205429e+01
y_rep[673] 1.186326e+01 0.202937710 1.148605e+01 1.177372e+01
y_rep[674] 1.190706e+01 0.213260211 1.147048e+01 1.182098e+01
y_rep[675] 1.177899e+01 0.206083239 1.140482e+01 1.168582e+01
y_rep[676] 1.190616e+01 0.222036376 1.146548e+01 1.180768e+01
y_rep[677] 1.205728e+01 0.215766072 1.164398e+01 1.196754e+01
y_rep[678] 1.153230e+01 0.209522047 1.114981e+01 1.144213e+01
y_rep[679] 1.152204e+01 0.191993311 1.114350e+01 1.142959e+01
y_rep[680] 1.111136e+01 0.212887002 1.073325e+01 1.101889e+01
y_rep[681] 1.090227e+01 0.283583806 1.052069e+01 1.081792e+01
y_rep[682] 1.124947e+01 0.226957668 1.088310e+01 1.115245e+01
y_rep[683] 1.150092e+01 0.242454077 1.112342e+01 1.141135e+01
y_rep[684] 1.125900e+01 0.222574923 1.085080e+01 1.116478e+01
y_rep[685] 1.102528e+01 0.215105992 1.064396e+01 1.094164e+01
y_rep[686] 1.088830e+01 0.227922911 1.052205e+01 1.078909e+01
y_rep[687] 1.060900e+01 0.207724504 1.018738e+01 1.051930e+01
y_rep[688] 1.095264e+01 0.225119882 1.054815e+01 1.087249e+01
y_rep[689] 1.075580e+01 0.239906579 1.031972e+01 1.066920e+01
y_rep[690] 1.091051e+01 0.242287419 1.056511e+01 1.081932e+01
y_rep[691] 1.090033e+01 0.185360028 1.054285e+01 1.080797e+01
y_rep[692] 1.100612e+01 0.197829530 1.061673e+01 1.090380e+01
y_rep[693] 1.068469e+01 0.267191750 1.030852e+01 1.058551e+01
y_rep[694] 1.066697e+01 0.212926722 1.029300e+01 1.057330e+01
y_rep[695] 1.059852e+01 0.219284708 1.020275e+01 1.050148e+01
y_rep[696] 1.047047e+01 0.225298776 1.007639e+01 1.037714e+01
y_rep[697] 1.033018e+01 0.181135053 9.999605e+00 1.023741e+01
y_rep[698] 1.017345e+01 0.210674433 9.815738e+00 1.007066e+01
y_rep[699] 1.042981e+01 0.202336665 1.008212e+01 1.034742e+01
y_rep[700] 1.113607e+01 0.189143112 1.076508e+01 1.104638e+01
y_rep[701] 1.103378e+01 0.205854211 1.064666e+01 1.094058e+01
y_rep[702] 1.086957e+01 0.213556039 1.041352e+01 1.077875e+01
y_rep[703] 1.094488e+01 0.215463732 1.054781e+01 1.085029e+01
y_rep[704] 1.087355e+01 0.198607369 1.048705e+01 1.078652e+01
y_rep[705] 1.086370e+01 0.236463804 1.047414e+01 1.076890e+01
y_rep[706] 1.075038e+01 0.255284326 1.038394e+01 1.066515e+01
y_rep[707] 1.097509e+01 0.242557815 1.055034e+01 1.088473e+01
y_rep[708] 1.089404e+01 0.217189374 1.048414e+01 1.080332e+01
y_rep[709] 1.074382e+01 0.208055932 1.032658e+01 1.064983e+01
y_rep[710] 1.075715e+01 0.193233035 1.033354e+01 1.066228e+01
y_rep[711] 1.058478e+01 0.233510712 1.020688e+01 1.049893e+01
y_rep[712] 1.046284e+01 0.215512639 1.008445e+01 1.036784e+01
y_rep[713] 1.024450e+01 0.186179255 9.822284e+00 1.016126e+01
y_rep[714] 1.013450e+01 0.221925158 9.730937e+00 1.004241e+01
y_rep[715] 1.002061e+01 0.204031986 9.654669e+00 9.934062e+00
y_rep[716] 1.009999e+01 0.237488939 9.703495e+00 1.001312e+01
y_rep[717] 9.803373e+00 0.231120042 9.369011e+00 9.706783e+00
y_rep[718] 9.673402e+00 0.266745580 9.292813e+00 9.583077e+00
y_rep[719] 1.004439e+01 0.223064237 9.604287e+00 9.947155e+00
y_rep[720] 1.009378e+01 0.222973232 9.672867e+00 9.996204e+00
y_rep[721] 1.048102e+01 0.219326463 1.011931e+01 1.038779e+01
y_rep[722] 9.762589e+00 0.221952840 9.389810e+00 9.670185e+00
y_rep[723] 1.015519e+01 0.210230471 9.761326e+00 1.005984e+01
y_rep[724] 1.046935e+01 0.207908607 1.011159e+01 1.038709e+01
y_rep[725] 1.055791e+01 0.204642917 1.018733e+01 1.046392e+01
y_rep[726] 1.067018e+01 0.251977703 1.024481e+01 1.057578e+01
y_rep[727] 1.035272e+01 0.265192661 9.959899e+00 1.027271e+01
y_rep[728] 1.043695e+01 0.203243441 9.994808e+00 1.035086e+01
y_rep[729] 1.042832e+01 0.227308956 1.001236e+01 1.033837e+01
y_rep[730] 1.063020e+01 0.210385874 1.022758e+01 1.054270e+01
y_rep[731] 1.060076e+01 0.205022527 1.020972e+01 1.050741e+01
y_rep[732] 1.065567e+01 0.218740703 1.026065e+01 1.056313e+01
y_rep[733] 1.049628e+01 0.219666036 1.014518e+01 1.040143e+01
y_rep[734] 1.130373e+01 0.212516836 1.092146e+01 1.121550e+01
y_rep[735] 1.161695e+01 0.220715909 1.121138e+01 1.152851e+01
y_rep[736] 1.134307e+01 0.204130510 1.095907e+01 1.124603e+01
y_rep[737] 1.137222e+01 0.248217098 1.099449e+01 1.128792e+01
y_rep[738] 1.149086e+01 0.221999288 1.113604e+01 1.139613e+01
y_rep[739] 1.137790e+01 0.525758015 1.101246e+01 1.129395e+01
y_rep[740] 1.172786e+01 0.278374166 1.134438e+01 1.163386e+01
y_rep[741] 1.160689e+01 0.197738070 1.119507e+01 1.151495e+01
y_rep[742] 1.173999e+01 0.182605244 1.136173e+01 1.165401e+01
y_rep[743] 1.176904e+01 0.218834264 1.137584e+01 1.167836e+01
y_rep[744] 1.156903e+01 0.206286095 1.117271e+01 1.147675e+01
y_rep[745] 1.164269e+01 0.217721479 1.125847e+01 1.155935e+01
y_rep[746] 1.133914e+01 0.215347804 1.091581e+01 1.125226e+01
y_rep[747] 1.093553e+01 0.216289599 1.055024e+01 1.084581e+01
y_rep[748] 1.106320e+01 0.207462644 1.062586e+01 1.097506e+01
y_rep[749] 1.120410e+01 0.235636801 1.079658e+01 1.111746e+01
y_rep[750] 1.124931e+01 0.200554632 1.085698e+01 1.116281e+01
y_rep[751] 1.083621e+01 0.481107716 1.041048e+01 1.076223e+01
y_rep[752] 1.077167e+01 0.216802582 1.038994e+01 1.067705e+01
y_rep[753] 1.097630e+01 0.201166533 1.057713e+01 1.088775e+01
y_rep[754] 1.128049e+01 0.200676384 1.087643e+01 1.119619e+01
y_rep[755] 1.155485e+01 0.200808838 1.116083e+01 1.146098e+01
y_rep[756] 1.121741e+01 0.211904124 1.081918e+01 1.112882e+01
y_rep[757] 1.061784e+01 0.241092804 1.022856e+01 1.052336e+01
y_rep[758] 1.048730e+01 0.198898212 1.006993e+01 1.039940e+01
y_rep[759] 1.072651e+01 0.203818341 1.033522e+01 1.063507e+01
y_rep[760] 1.043684e+01 0.202544307 1.004760e+01 1.033854e+01
y_rep[761] 1.056569e+01 0.227751398 1.017102e+01 1.048123e+01
y_rep[762] 1.098829e+01 0.220465333 1.060993e+01 1.089572e+01
y_rep[763] 1.052054e+01 0.217166818 1.017892e+01 1.041563e+01
y_rep[764] 1.044393e+01 0.208403101 1.002377e+01 1.035427e+01
y_rep[765] 1.020035e+01 0.209431843 9.809162e+00 1.011784e+01
y_rep[766] 1.032336e+01 0.238858817 9.927388e+00 1.023800e+01
y_rep[767] 1.012351e+01 0.226278099 9.753907e+00 1.003560e+01
y_rep[768] 1.029998e+01 0.227025617 9.943505e+00 1.021711e+01
y_rep[769] 1.026847e+01 0.220955436 9.863034e+00 1.017995e+01
y_rep[770] 1.009198e+01 0.207615390 9.673822e+00 1.000024e+01
y_rep[771] 1.024372e+01 0.238328621 9.884902e+00 1.015995e+01
y_rep[772] 1.022628e+01 0.192210426 9.848593e+00 1.014011e+01
y_rep[773] 1.020352e+01 0.240569691 9.796412e+00 1.011655e+01
y_rep[774] 1.080746e+01 0.182633253 1.044018e+01 1.072412e+01
y_rep[775] 1.062599e+01 0.221947158 1.024177e+01 1.053506e+01
y_rep[776] 1.029682e+01 0.231800401 9.854492e+00 1.021133e+01
y_rep[777] 1.016317e+01 0.214427430 9.734802e+00 1.007710e+01
y_rep[778] 9.883372e+00 0.210478470 9.519479e+00 9.781929e+00
y_rep[779] 1.038939e+01 0.191390508 1.000545e+01 1.029386e+01
y_rep[780] 1.027821e+01 0.390685066 9.910528e+00 1.019421e+01
y_rep[781] 1.000566e+01 0.240501333 9.618326e+00 9.916602e+00
y_rep[782] 1.014131e+01 0.200812180 9.776343e+00 1.005155e+01
y_rep[783] 9.920373e+00 0.211142407 9.549744e+00 9.833187e+00
y_rep[784] 9.904687e+00 0.230263081 9.515312e+00 9.812286e+00
y_rep[785] 9.648359e+00 0.269195316 9.188429e+00 9.560830e+00
y_rep[786] 9.612729e+00 0.273569850 9.211943e+00 9.518480e+00
y_rep[787] 9.552198e+00 0.220627781 9.150293e+00 9.466828e+00
y_rep[788] 1.000226e+01 0.224540341 9.574235e+00 9.922329e+00
y_rep[789] 1.047738e+01 0.232364952 1.005088e+01 1.038196e+01
y_rep[790] 1.029925e+01 0.210227941 9.889377e+00 1.021190e+01
y_rep[791] 1.004208e+01 0.205343634 9.640479e+00 9.957243e+00
y_rep[792] 1.010587e+01 0.235674952 9.722372e+00 1.001030e+01
y_rep[793] 1.000877e+01 0.225292796 9.603981e+00 9.932909e+00
y_rep[794] 1.058364e+01 0.224616642 1.015846e+01 1.049400e+01
y_rep[795] 1.046382e+01 0.210601778 1.006300e+01 1.038061e+01
y_rep[796] 1.016810e+01 0.215822403 9.742946e+00 1.007515e+01
y_rep[797] 1.005237e+01 0.193689541 9.659935e+00 9.960848e+00
y_rep[798] 1.033521e+01 0.196942654 9.928458e+00 1.024449e+01
y_rep[799] 1.044257e+01 0.201684605 1.002675e+01 1.035761e+01
y_rep[800] 1.034215e+01 0.191980409 9.998481e+00 1.025082e+01
y_rep[801] 1.035626e+01 0.216291799 9.969111e+00 1.026881e+01
y_rep[802] 9.878853e+00 0.210777217 9.476045e+00 9.794162e+00
y_rep[803] 9.947956e+00 0.204570460 9.539498e+00 9.859216e+00
y_rep[804] 1.036620e+01 0.216430813 9.980150e+00 1.027478e+01
y_rep[805] 1.020834e+01 0.192268827 9.807073e+00 1.012342e+01
y_rep[806] 1.025792e+01 0.204769539 9.889933e+00 1.016612e+01
y_rep[807] 1.033067e+01 0.341068462 9.918086e+00 1.023694e+01
y_rep[808] 1.026336e+01 0.257110689 9.830224e+00 1.017356e+01
y_rep[809] 1.021636e+01 0.208162719 9.821621e+00 1.012312e+01
y_rep[810] 1.058437e+01 0.235665534 1.014865e+01 1.049765e+01
y_rep[811] 1.000823e+01 0.248666279 9.590756e+00 9.929346e+00
y_rep[812] 9.558332e+00 0.216340158 9.177987e+00 9.461672e+00
y_rep[813] 9.817692e+00 0.203427293 9.443697e+00 9.730796e+00
y_rep[814] 1.013960e+01 0.222637320 9.753086e+00 1.004952e+01
y_rep[815] 9.871693e+00 0.200400628 9.490332e+00 9.778464e+00
y_rep[816] 1.012644e+01 0.205148680 9.729580e+00 1.003303e+01
y_rep[817] 9.658677e+00 0.220809174 9.264101e+00 9.560673e+00
y_rep[818] 9.605770e+00 0.240409641 9.204123e+00 9.518864e+00
y_rep[819] 9.642416e+00 0.218162954 9.276561e+00 9.549163e+00
y_rep[820] 9.458463e+00 0.205584297 9.033272e+00 9.375862e+00
y_rep[821] 9.402268e+00 0.198063953 8.996514e+00 9.314147e+00
y_rep[822] 9.667755e+00 0.218438229 9.289370e+00 9.577240e+00
y_rep[823] 9.617037e+00 0.220885295 9.229744e+00 9.525581e+00
y_rep[824] 9.467429e+00 0.226275624 9.065480e+00 9.379083e+00
y_rep[825] 9.258943e+00 0.234797613 8.908023e+00 9.166296e+00
y_rep[826] 9.737650e+00 0.213784448 9.332312e+00 9.655335e+00
y_rep[827] 9.782527e+00 0.214409128 9.394216e+00 9.686602e+00
y_rep[828] 9.514400e+00 0.212347556 9.128653e+00 9.418465e+00
y_rep[829] 9.498692e+00 0.206776647 9.119009e+00 9.410295e+00
y_rep[830] 9.667887e+00 0.207638475 9.282055e+00 9.582113e+00
y_rep[831] 9.649524e+00 0.202434054 9.256170e+00 9.559809e+00
y_rep[832] 9.884879e+00 0.206283259 9.490754e+00 9.793941e+00
y_rep[833] 9.859214e+00 0.236455314 9.500370e+00 9.765848e+00
y_rep[834] 9.995088e+00 0.212786750 9.608621e+00 9.906422e+00
y_rep[835] 1.010385e+01 0.257749770 9.683550e+00 1.001545e+01
y_rep[836] 1.013381e+01 0.210522597 9.748715e+00 1.003515e+01
y_rep[837] 1.017896e+01 0.197580479 9.780058e+00 1.008345e+01
y_rep[838] 1.005118e+01 0.226210349 9.655062e+00 9.962272e+00
y_rep[839] 9.849912e+00 0.210726057 9.433456e+00 9.763844e+00
y_rep[840] 9.827483e+00 0.193230388 9.411691e+00 9.742058e+00
y_rep[841] 1.010408e+01 0.244252894 9.722900e+00 1.002689e+01
y_rep[842] 1.154406e+01 0.206534286 1.118324e+01 1.146000e+01
y_rep[843] 1.121920e+01 0.208519331 1.080904e+01 1.112967e+01
y_rep[844] 1.142916e+01 0.239750806 1.105498e+01 1.135133e+01
y_rep[845] 1.134587e+01 0.193658888 1.097159e+01 1.125904e+01
y_rep[846] 1.158095e+01 0.197931278 1.124299e+01 1.148484e+01
y_rep[847] 1.193507e+01 0.207726390 1.155141e+01 1.184402e+01
y_rep[848] 1.193254e+01 0.254979914 1.154077e+01 1.183996e+01
y_rep[849] 1.174608e+01 0.202547163 1.136478e+01 1.165206e+01
y_rep[850] 1.192004e+01 0.196329009 1.155167e+01 1.182821e+01
y_rep[851] 1.199882e+01 0.197739862 1.160697e+01 1.190464e+01
y_rep[852] 1.212558e+01 0.199318781 1.175155e+01 1.203741e+01
y_rep[853] 1.200328e+01 0.221690385 1.158997e+01 1.190591e+01
y_rep[854] 1.210563e+01 0.199137507 1.172305e+01 1.201903e+01
y_rep[855] 1.201083e+01 0.226321503 1.157335e+01 1.191981e+01
y_rep[856] 1.204641e+01 0.210593102 1.166095e+01 1.195918e+01
y_rep[857] 1.203356e+01 0.311966566 1.163398e+01 1.194088e+01
y_rep[858] 1.252250e+01 0.212753217 1.213827e+01 1.243039e+01
y_rep[859] 1.198188e+01 0.208528951 1.155758e+01 1.189253e+01
y_rep[860] 1.204118e+01 0.196740163 1.163020e+01 1.194941e+01
y_rep[861] 1.202161e+01 0.237931943 1.163430e+01 1.193027e+01
y_rep[862] 1.226852e+01 0.210196389 1.189402e+01 1.218195e+01
y_rep[863] 1.228782e+01 0.230423085 1.187551e+01 1.219737e+01
y_rep[864] 1.219584e+01 0.203393334 1.182637e+01 1.210107e+01
y_rep[865] 1.160947e+01 0.221000047 1.118748e+01 1.151464e+01
y_rep[866] 1.187702e+01 0.198594041 1.148453e+01 1.178865e+01
y_rep[867] 1.216393e+01 0.211116265 1.177056e+01 1.207314e+01
y_rep[868] 1.209770e+01 0.209984766 1.172818e+01 1.200317e+01
y_rep[869] 1.173410e+01 0.253320880 1.131363e+01 1.165108e+01
y_rep[870] 1.181522e+01 0.224709268 1.141520e+01 1.171907e+01
y_rep[871] 1.259862e+01 0.282804953 1.221996e+01 1.250187e+01
y_rep[872] 1.260185e+01 0.216239078 1.219913e+01 1.251337e+01
y_rep[873] 1.256635e+01 0.226385247 1.216979e+01 1.248360e+01
y_rep[874] 1.272575e+01 0.232913618 1.232381e+01 1.264588e+01
y_rep[875] 1.248662e+01 0.231503719 1.211511e+01 1.239389e+01
y_rep[876] 1.245005e+01 0.200688457 1.206974e+01 1.236719e+01
y_rep[877] 1.235229e+01 0.259798419 1.194510e+01 1.225379e+01
y_rep[878] 1.239386e+01 0.321039097 1.201019e+01 1.229543e+01
y_rep[879] 1.235476e+01 0.221794959 1.193573e+01 1.227623e+01
y_rep[880] 1.216146e+01 0.191796088 1.175888e+01 1.207610e+01
y_rep[881] 1.187318e+01 0.208892163 1.147555e+01 1.178731e+01
y_rep[882] 1.200365e+01 0.202985526 1.161938e+01 1.191311e+01
y_rep[883] 1.184722e+01 0.229295248 1.150091e+01 1.174969e+01
y_rep[884] 1.187310e+01 0.207084545 1.151131e+01 1.177794e+01
y_rep[885] 1.181886e+01 0.214125243 1.141406e+01 1.172289e+01
y_rep[886] 1.190384e+01 0.339118493 1.152283e+01 1.180902e+01
y_rep[887] 1.176460e+01 0.180925776 1.139502e+01 1.166675e+01
y_rep[888] 1.200528e+01 0.327816375 1.162265e+01 1.191455e+01
y_rep[889] 1.172470e+01 0.287649477 1.137048e+01 1.164172e+01
y_rep[890] 1.144349e+01 0.223311630 1.103736e+01 1.135359e+01
y_rep[891] 1.151028e+01 0.231207498 1.111721e+01 1.141539e+01
y_rep[892] 1.127964e+01 0.193343915 1.088114e+01 1.119168e+01
y_rep[893] 1.100693e+01 0.211428035 1.056064e+01 1.091181e+01
y_rep[894] 1.040517e+01 0.196145633 9.987304e+00 1.031707e+01
y_rep[895] 1.010372e+01 0.218384642 9.748324e+00 1.001449e+01
y_rep[896] 9.896910e+00 0.204325076 9.550322e+00 9.802000e+00
y_rep[897] 9.922206e+00 0.194537654 9.536645e+00 9.831696e+00
y_rep[898] 9.646336e+00 0.203473863 9.263577e+00 9.555413e+00
y_rep[899] 9.784301e+00 0.186321793 9.408917e+00 9.700249e+00
y_rep[900] 9.751603e+00 0.203096213 9.355362e+00 9.669384e+00
y_rep[901] 9.644277e+00 0.208906179 9.231427e+00 9.555923e+00
y_rep[902] 9.722160e+00 0.252345452 9.314467e+00 9.629552e+00
y_rep[903] 9.864329e+00 0.205966201 9.497421e+00 9.766061e+00
y_rep[904] 9.824901e+00 0.225818765 9.427926e+00 9.738963e+00
y_rep[905] 9.704338e+00 0.266383691 9.277689e+00 9.619994e+00
y_rep[906] 9.987455e+00 0.276750477 9.583811e+00 9.906838e+00
y_rep[907] 9.614536e+00 0.205267117 9.226972e+00 9.528411e+00
y_rep[908] 9.579333e+00 0.205134509 9.208391e+00 9.483719e+00
y_rep[909] 9.329744e+00 0.225193415 8.912755e+00 9.249572e+00
y_rep[910] 9.342994e+00 0.204477538 8.928565e+00 9.257582e+00
y_rep[911] 9.309024e+00 0.197259584 8.893378e+00 9.223649e+00
y_rep[912] 9.768735e+00 0.204187680 9.390651e+00 9.673606e+00
y_rep[913] 9.554036e+00 0.234673836 9.187499e+00 9.458966e+00
y_rep[914] 9.263131e+00 0.219945373 8.882071e+00 9.170147e+00
y_rep[915] 9.697540e+00 0.256645850 9.279854e+00 9.612913e+00
y_rep[916] 9.553339e+00 0.214300540 9.148980e+00 9.464083e+00
y_rep[917] 9.500821e+00 0.219423197 9.041889e+00 9.410441e+00
y_rep[918] 9.373504e+00 0.217768207 9.002315e+00 9.278956e+00
y_rep[919] 9.382327e+00 0.230004196 9.001329e+00 9.291015e+00
y_rep[920] 9.040292e+00 0.248740684 8.666027e+00 8.942531e+00
y_rep[921] 9.203488e+00 0.241060792 8.819279e+00 9.104923e+00
y_rep[922] 8.972512e+00 0.238170312 8.551361e+00 8.891833e+00
y_rep[923] 9.013696e+00 0.193473077 8.629062e+00 8.929566e+00
y_rep[924] 9.289685e+00 0.224467934 8.907571e+00 9.200121e+00
y_rep[925] 9.253052e+00 0.213171039 8.847813e+00 9.177220e+00
y_rep[926] 9.238771e+00 0.201217850 8.840122e+00 9.149122e+00
y_rep[927] 9.267585e+00 0.237408465 8.877801e+00 9.180957e+00
y_rep[928] 9.560047e+00 0.212807484 9.223631e+00 9.471703e+00
y_rep[929] 9.286825e+00 0.184846133 8.927119e+00 9.200223e+00
y_rep[930] 9.855891e+00 0.196052051 9.457103e+00 9.760220e+00
y_rep[931] 9.894022e+00 0.209133819 9.466257e+00 9.806042e+00
y_rep[932] 9.758307e+00 0.219220565 9.359584e+00 9.661974e+00
y_rep[933] 9.568757e+00 0.201619988 9.193847e+00 9.479657e+00
y_rep[934] 9.416592e+00 0.206133932 8.982832e+00 9.327860e+00
y_rep[935] 9.418224e+00 0.193879250 9.043454e+00 9.325800e+00
y_rep[936] 9.732489e+00 0.220237677 9.345072e+00 9.642554e+00
y_rep[937] 9.877768e+00 0.194938009 9.492793e+00 9.797863e+00
y_rep[938] 9.546075e+00 0.220445706 9.158715e+00 9.462054e+00
y_rep[939] 9.537794e+00 0.192639921 9.187082e+00 9.445684e+00
y_rep[940] 9.382347e+00 0.200835270 8.983825e+00 9.299055e+00
y_rep[941] 9.373141e+00 0.199473116 9.030874e+00 9.285711e+00
y_rep[942] 9.350266e+00 0.210063530 8.999257e+00 9.261369e+00
y_rep[943] 9.540392e+00 0.204172956 9.157592e+00 9.445761e+00
y_rep[944] 9.184060e+00 0.451412772 8.716870e+00 9.111081e+00
y_rep[945] 9.199068e+00 0.194245743 8.830502e+00 9.109111e+00
y_rep[946] 9.212597e+00 0.204212067 8.792369e+00 9.121548e+00
y_rep[947] 8.827613e+00 0.228812588 8.456108e+00 8.732202e+00
y_rep[948] 8.779116e+00 0.216132219 8.390922e+00 8.687856e+00
y_rep[949] 8.456090e+00 0.205448802 8.058472e+00 8.363880e+00
y_rep[950] 8.263495e+00 0.194388823 7.859905e+00 8.170616e+00
y_rep[951] 8.127923e+00 0.226572391 7.753146e+00 8.039270e+00
y_rep[952] 8.491246e+00 0.450781708 8.042545e+00 8.391411e+00
y_rep[953] 8.176821e+00 0.238441949 7.756046e+00 8.071742e+00
y_rep[954] 8.448402e+00 0.206249668 8.084192e+00 8.355822e+00
y_rep[955] 8.488732e+00 0.216782636 8.098089e+00 8.403706e+00
y_rep[956] 8.442519e+00 0.231180031 8.026987e+00 8.344077e+00
y_rep[957] 8.388718e+00 0.224544836 7.960419e+00 8.299093e+00
y_rep[958] 8.366829e+00 0.231284859 8.000951e+00 8.274101e+00
y_rep[959] 8.207155e+00 0.208043664 7.777054e+00 8.125071e+00
y_rep[960] 8.557373e+00 0.206908933 8.172092e+00 8.464975e+00
y_rep[961] 8.992409e+00 0.257391224 8.579933e+00 8.910855e+00
y_rep[962] 8.698169e+00 0.215572579 8.345182e+00 8.605692e+00
y_rep[963] 8.751934e+00 0.244020891 8.369138e+00 8.652773e+00
y_rep[964] 8.605151e+00 0.215226458 8.184806e+00 8.519717e+00
y_rep[965] 9.143480e+00 0.213523344 8.717768e+00 9.051945e+00
y_rep[966] 9.176474e+00 0.204404226 8.743523e+00 9.086756e+00
y_rep[967] 9.306620e+00 0.224000000 8.914928e+00 9.220400e+00
y_rep[968] 9.289587e+00 0.210727532 8.874080e+00 9.200715e+00
y_rep[969] 9.357624e+00 0.219164694 8.946831e+00 9.278006e+00
y_rep[970] 9.520618e+00 0.207971752 9.137509e+00 9.428477e+00
y_rep[971] 9.985003e+00 0.188006589 9.605204e+00 9.893148e+00
y_rep[972] 1.005422e+01 0.238222135 9.651596e+00 9.955560e+00
y_rep[973] 1.038267e+01 0.210605877 1.002921e+01 1.028519e+01
y_rep[974] 1.046245e+01 0.223246245 1.007763e+01 1.037020e+01
y_rep[975] 1.050944e+01 0.209565525 1.011223e+01 1.041980e+01
y_rep[976] 1.046156e+01 0.219546624 1.005612e+01 1.037962e+01
y_rep[977] 1.043373e+01 0.194919500 1.005297e+01 1.034358e+01
y_rep[978] 1.039693e+01 0.197740413 1.001210e+01 1.030478e+01
y_rep[979] 1.104239e+01 0.187327118 1.068070e+01 1.095390e+01
y_rep[980] 1.103793e+01 0.219651341 1.063432e+01 1.094904e+01
y_rep[981] 1.108308e+01 0.233334319 1.068161e+01 1.099081e+01
y_rep[982] 1.137871e+01 0.236856570 1.095241e+01 1.128495e+01
y_rep[983] 1.153762e+01 0.197375772 1.114814e+01 1.144890e+01
y_rep[984] 1.149783e+01 0.203723914 1.110397e+01 1.140197e+01
y_rep[985] 1.176931e+01 0.303911933 1.140270e+01 1.168420e+01
y_rep[986] 1.169711e+01 0.223900644 1.127461e+01 1.160841e+01
y_rep[987] 1.166175e+01 0.211772357 1.127299e+01 1.157261e+01
y_rep[988] 1.163169e+01 0.194335533 1.126923e+01 1.154503e+01
y_rep[989] 1.216065e+01 0.209818587 1.174182e+01 1.206837e+01
y_rep[990] 1.280100e+01 0.222098184 1.238434e+01 1.271649e+01
y_rep[991] 1.282941e+01 0.208493335 1.241245e+01 1.273736e+01
y_rep[992] 1.272677e+01 0.276367868 1.232475e+01 1.262973e+01
y_rep[993] 1.261987e+01 0.268166822 1.221230e+01 1.253213e+01
y_rep[994] 1.265331e+01 0.229276538 1.224578e+01 1.256764e+01
y_rep[995] 1.260194e+01 0.201562189 1.222432e+01 1.251220e+01
y_rep[996] 1.235823e+01 0.228534344 1.197498e+01 1.226616e+01
y_rep[997] 1.242155e+01 0.200437277 1.204617e+01 1.233237e+01
y_rep[998] 1.214151e+01 0.263658790 1.174204e+01 1.205727e+01
y_rep[999] 1.210150e+01 0.194548970 1.171735e+01 1.200954e+01
y_rep[1000] 1.227862e+01 0.205991733 1.189357e+01 1.218772e+01
y_rep[1001] 1.225866e+01 0.221181073 1.189308e+01 1.216501e+01
y_rep[1002] 1.184178e+01 0.208062935 1.146398e+01 1.174563e+01
y_rep[1003] 1.225040e+01 0.229930380 1.183315e+01 1.216740e+01
y_rep[1004] 1.202574e+01 0.212135887 1.163323e+01 1.193719e+01
y_rep[1005] 1.172760e+01 0.224282374 1.131817e+01 1.163631e+01
y_rep[1006] 1.173680e+01 0.404537960 1.130130e+01 1.163872e+01
y_rep[1007] 1.191816e+01 0.234850455 1.152444e+01 1.182731e+01
y_rep[1008] 1.162413e+01 0.243380970 1.126416e+01 1.152777e+01
y_rep[1009] 1.157270e+01 0.216730652 1.113970e+01 1.148554e+01
y_rep[1010] 1.146369e+01 0.203100467 1.113398e+01 1.137652e+01
y_rep[1011] 1.129722e+01 0.195212554 1.091639e+01 1.120485e+01
y_rep[1012] 1.055567e+01 0.249845811 1.017573e+01 1.045462e+01
y_rep[1013] 1.037746e+01 0.186580782 9.985365e+00 1.029134e+01
y_rep[1014] 1.042671e+01 0.218801999 1.000762e+01 1.034035e+01
y_rep[1015] 1.034745e+01 0.207844638 9.953366e+00 1.026259e+01
y_rep[1016] 1.027527e+01 0.216232911 9.914255e+00 1.017935e+01
y_rep[1017] 1.020598e+01 0.199348664 9.841830e+00 1.010995e+01
y_rep[1018] 1.028102e+01 0.227583766 9.899782e+00 1.018130e+01
y_rep[1019] 1.052984e+01 0.197032724 1.012660e+01 1.043309e+01
y_rep[1020] 1.077522e+01 0.207090525 1.036073e+01 1.068617e+01
y_rep[1021] 1.110548e+01 0.228174799 1.071357e+01 1.100417e+01
y_rep[1022] 1.107952e+01 0.207868262 1.067436e+01 1.098900e+01
y_rep[1023] 1.073171e+01 0.198052800 1.032144e+01 1.064011e+01
y_rep[1024] 1.079550e+01 0.218763444 1.038565e+01 1.070814e+01
y_rep[1025] 1.131769e+01 0.437882735 1.090567e+01 1.121335e+01
y_rep[1026] 1.070604e+01 0.225657977 1.031689e+01 1.061628e+01
y_rep[1027] 1.070230e+01 0.222369095 1.030175e+01 1.061735e+01
y_rep[1028] 1.052176e+01 0.344064738 1.008712e+01 1.041866e+01
y_rep[1029] 1.067167e+01 0.214118735 1.026811e+01 1.057542e+01
y_rep[1030] 1.057660e+01 0.220462229 1.020279e+01 1.047834e+01
y_rep[1031] 1.047840e+01 0.211922011 1.006978e+01 1.039544e+01
y_rep[1032] 1.057324e+01 0.209726047 1.019577e+01 1.048991e+01
y_rep[1033] 1.069401e+01 0.242475160 1.024449e+01 1.059932e+01
y_rep[1034] 1.077668e+01 0.224433202 1.031982e+01 1.068095e+01
y_rep[1035] 1.072170e+01 0.206196067 1.034653e+01 1.063521e+01
y_rep[1036] 1.065003e+01 0.209155782 1.024742e+01 1.056012e+01
y_rep[1037] 1.086355e+01 0.233069148 1.050104e+01 1.077750e+01
y_rep[1038] 1.129794e+01 0.229569536 1.089721e+01 1.120464e+01
y_rep[1039] 1.146543e+01 0.235124330 1.104664e+01 1.136620e+01
y_rep[1040] 1.144367e+01 0.237043284 1.099119e+01 1.135136e+01
y_rep[1041] 1.132430e+01 0.226982823 1.089492e+01 1.123459e+01
y_rep[1042] 1.092664e+01 0.188004653 1.057811e+01 1.083929e+01
y_rep[1043] 1.088923e+01 0.229496272 1.049436e+01 1.080427e+01
y_rep[1044] 1.073630e+01 0.216917578 1.030693e+01 1.065238e+01
y_rep[1045] 1.096641e+01 0.256436809 1.052585e+01 1.088096e+01
y_rep[1046] 1.081680e+01 0.236644542 1.041836e+01 1.072522e+01
y_rep[1047] 1.070492e+01 0.236623679 1.031176e+01 1.060303e+01
y_rep[1048] 1.068220e+01 0.211809435 1.032580e+01 1.058562e+01
y_rep[1049] 1.058473e+01 0.241326143 1.022995e+01 1.049796e+01
y_rep[1050] 1.058767e+01 0.226590063 1.017541e+01 1.049777e+01
y_rep[1051] 1.081467e+01 0.214256604 1.039125e+01 1.072040e+01
y_rep[1052] 1.057424e+01 0.216153828 1.017760e+01 1.048449e+01
y_rep[1053] 1.023237e+01 0.230326193 9.848512e+00 1.013310e+01
y_rep[1054] 1.016319e+01 0.242439277 9.717813e+00 1.006625e+01
y_rep[1055] 1.013184e+01 0.194908666 9.744940e+00 1.004183e+01
y_rep[1056] 9.862912e+00 0.221939581 9.383338e+00 9.777061e+00
y_rep[1057] 1.007220e+01 0.202481554 9.652297e+00 9.981610e+00
y_rep[1058] 1.005585e+01 0.190726043 9.673541e+00 9.961887e+00
y_rep[1059] 9.727249e+00 0.244101914 9.329285e+00 9.642557e+00
y_rep[1060] 9.401668e+00 0.206604273 9.016084e+00 9.307298e+00
y_rep[1061] 8.775012e+00 0.212742179 8.339137e+00 8.693768e+00
y_rep[1062] 8.604970e+00 0.356015747 8.221895e+00 8.523011e+00
y_rep[1063] 8.887583e+00 0.243131408 8.487462e+00 8.797454e+00
y_rep[1064] 9.219849e+00 0.265628223 8.831961e+00 9.138284e+00
y_rep[1065] 9.174307e+00 0.193461688 8.790800e+00 9.091171e+00
y_rep[1066] 8.729157e+00 0.238679296 8.318760e+00 8.634851e+00
y_rep[1067] 8.709808e+00 0.232959434 8.310432e+00 8.626097e+00
y_rep[1068] 9.450125e+00 0.226784252 9.074712e+00 9.362748e+00
y_rep[1069] 9.435351e+00 0.196198935 9.064275e+00 9.346428e+00
y_rep[1070] 9.529744e+00 0.198593506 9.112547e+00 9.441684e+00
y_rep[1071] 9.429100e+00 0.206478234 9.012815e+00 9.333071e+00
y_rep[1072] 8.968944e+00 0.208678172 8.613288e+00 8.877358e+00
y_rep[1073] 8.773849e+00 0.293429009 8.382221e+00 8.688866e+00
y_rep[1074] 8.959337e+00 0.249468967 8.489860e+00 8.871197e+00
y_rep[1075] 9.082024e+00 0.230101102 8.663958e+00 8.984156e+00
y_rep[1076] 9.464925e+00 0.195660727 9.067583e+00 9.381859e+00
y_rep[1077] 9.315211e+00 0.217762771 8.843875e+00 9.232405e+00
y_rep[1078] 9.068347e+00 0.217893102 8.670200e+00 8.977812e+00
y_rep[1079] 8.984836e+00 0.250350358 8.583437e+00 8.887305e+00
y_rep[1080] 8.642433e+00 0.222496744 8.266815e+00 8.545414e+00
y_rep[1081] 8.874632e+00 0.296829746 8.493379e+00 8.783458e+00
y_rep[1082] 8.875303e+00 0.188723377 8.504078e+00 8.783243e+00
y_rep[1083] 9.099158e+00 0.210422260 8.694855e+00 9.014284e+00
y_rep[1084] 9.111200e+00 0.204122528 8.730337e+00 9.020564e+00
y_rep[1085] 8.921713e+00 0.216295628 8.467062e+00 8.831877e+00
y_rep[1086] 8.853589e+00 0.212781476 8.433248e+00 8.766902e+00
y_rep[1087] 8.686142e+00 0.247408652 8.282473e+00 8.595099e+00
y_rep[1088] 8.555164e+00 0.209175647 8.193708e+00 8.465936e+00
y_rep[1089] 8.680109e+00 0.217069316 8.254167e+00 8.593079e+00
y_rep[1090] 8.470455e+00 0.218269030 8.079677e+00 8.384085e+00
y_rep[1091] 8.055456e+00 0.195780646 7.703531e+00 7.964912e+00
y_rep[1092] 7.772402e+00 0.242734934 7.385299e+00 7.682320e+00
y_rep[1093] 7.856885e+00 0.211356427 7.421700e+00 7.776133e+00
y_rep[1094] 7.797574e+00 0.200316783 7.429004e+00 7.706612e+00
y_rep[1095] 8.851150e+00 0.270715884 8.459536e+00 8.767268e+00
y_rep[1096] 8.991828e+00 0.211737655 8.574128e+00 8.902926e+00
y_rep[1097] 9.034990e+00 0.248347180 8.638685e+00 8.949932e+00
y_rep[1098] 8.897522e+00 0.209233947 8.540732e+00 8.805307e+00
y_rep[1099] 8.878433e+00 0.207839935 8.509034e+00 8.784598e+00
y_rep[1100] 8.767923e+00 0.225087700 8.371349e+00 8.677748e+00
y_rep[1101] 8.811880e+00 0.212673310 8.447180e+00 8.718878e+00
y_rep[1102] 8.754739e+00 0.213824189 8.353468e+00 8.669673e+00
y_rep[1103] 8.548518e+00 0.208307466 8.173527e+00 8.462094e+00
y_rep[1104] 8.562334e+00 0.225816087 8.148602e+00 8.463277e+00
y_rep[1105] 8.588303e+00 0.191545269 8.205273e+00 8.501882e+00
y_rep[1106] 8.414376e+00 0.228636615 8.000236e+00 8.325869e+00
y_rep[1107] 8.562509e+00 0.209451637 8.160148e+00 8.475049e+00
y_rep[1108] 8.395508e+00 0.224161213 7.959846e+00 8.308394e+00
y_rep[1109] 8.617146e+00 0.208256321 8.216851e+00 8.524225e+00
y_rep[1110] 9.001833e+00 0.191299451 8.657513e+00 8.908017e+00
y_rep[1111] 8.991313e+00 0.217521126 8.560243e+00 8.905348e+00
y_rep[1112] 8.772695e+00 0.266708340 8.364841e+00 8.682712e+00
y_rep[1113] 8.903953e+00 0.218052730 8.498179e+00 8.817760e+00
y_rep[1114] 8.822886e+00 0.252759790 8.412330e+00 8.733736e+00
y_rep[1115] 8.705829e+00 0.201300953 8.334180e+00 8.614009e+00
y_rep[1116] 8.909347e+00 0.255096505 8.514419e+00 8.815514e+00
y_rep[1117] 9.357911e+00 0.261268683 8.957879e+00 9.263730e+00
y_rep[1118] 8.561342e+00 0.206849807 8.200693e+00 8.464017e+00
y_rep[1119] 8.662623e+00 0.236407104 8.277139e+00 8.565504e+00
y_rep[1120] 8.447422e+00 0.209532248 8.033652e+00 8.355602e+00
y_rep[1121] 8.278578e+00 0.209747277 7.866483e+00 8.193552e+00
y_rep[1122] 8.681343e+00 0.219456058 8.288642e+00 8.592447e+00
y_rep[1123] 8.649287e+00 0.208061658 8.226861e+00 8.560309e+00
y_rep[1124] 8.523119e+00 0.231321448 8.101305e+00 8.437644e+00
y_rep[1125] 9.311154e+00 0.216093621 8.907233e+00 9.220429e+00
y_rep[1126] 9.283305e+00 0.196208682 8.895119e+00 9.189659e+00
y_rep[1127] 9.402128e+00 0.220631403 8.996843e+00 9.310322e+00
y_rep[1128] 9.350813e+00 0.229333173 8.917443e+00 9.254382e+00
y_rep[1129] 9.475054e+00 0.253437043 9.084905e+00 9.383841e+00
y_rep[1130] 9.481928e+00 0.239842636 9.081439e+00 9.395592e+00
y_rep[1131] 9.586081e+00 0.270755098 9.208042e+00 9.489187e+00
y_rep[1132] 9.401725e+00 0.228309966 9.007674e+00 9.311075e+00
y_rep[1133] 9.041752e+00 0.194981509 8.647822e+00 8.954395e+00
y_rep[1134] 9.089810e+00 0.218936450 8.709485e+00 8.998569e+00
y_rep[1135] 9.435959e+00 0.210483843 9.025728e+00 9.346901e+00
y_rep[1136] 9.494370e+00 0.280272867 9.117599e+00 9.395379e+00
y_rep[1137] 9.584089e+00 0.179180523 9.219791e+00 9.488079e+00
y_rep[1138] 9.537220e+00 0.312090162 9.167683e+00 9.456107e+00
y_rep[1139] 9.500697e+00 0.240922609 9.091994e+00 9.410309e+00
y_rep[1140] 9.359735e+00 0.213662080 8.921022e+00 9.274650e+00
y_rep[1141] 9.310105e+00 0.295935202 8.904241e+00 9.224750e+00
y_rep[1142] 9.200442e+00 0.206101266 8.803377e+00 9.108042e+00
y_rep[1143] 9.246818e+00 0.220896385 8.848525e+00 9.155326e+00
y_rep[1144] 9.288145e+00 0.213245711 8.885422e+00 9.202167e+00
y_rep[1145] 9.971620e+00 0.209711630 9.582549e+00 9.881648e+00
y_rep[1146] 9.874024e+00 0.216174918 9.516119e+00 9.779214e+00
y_rep[1147] 1.041277e+01 0.226634315 9.993263e+00 1.032575e+01
y_rep[1148] 1.001162e+01 0.224007366 9.598146e+00 9.921508e+00
y_rep[1149] 1.064603e+01 0.190947614 1.026842e+01 1.055601e+01
y_rep[1150] 1.040422e+01 0.211197175 1.003865e+01 1.031482e+01
y_rep[1151] 1.037662e+01 0.229950852 9.930490e+00 1.029396e+01
y_rep[1152] 1.032017e+01 0.192415819 9.897000e+00 1.022734e+01
y_rep[1153] 1.022323e+01 0.215050995 9.815575e+00 1.013445e+01
y_rep[1154] 1.050703e+01 0.205651939 1.011664e+01 1.041921e+01
y_rep[1155] 1.200284e+01 0.290173936 1.162244e+01 1.190240e+01
y_rep[1156] 1.122224e+01 0.214906102 1.077754e+01 1.112532e+01
y_rep[1157] 1.104564e+01 0.208461822 1.062219e+01 1.095301e+01
y_rep[1158] 1.118044e+01 0.253977866 1.078232e+01 1.108242e+01
y_rep[1159] 1.105265e+01 0.226416906 1.064902e+01 1.096851e+01
y_rep[1160] 1.098752e+01 0.272903771 1.057565e+01 1.088808e+01
y_rep[1161] 1.113422e+01 0.263162826 1.076659e+01 1.103224e+01
y_rep[1162] 1.096845e+01 0.201995018 1.058896e+01 1.087471e+01
y_rep[1163] 1.090089e+01 0.224276014 1.046835e+01 1.081836e+01
y_rep[1164] 1.098552e+01 0.203296845 1.054829e+01 1.089217e+01
y_rep[1165] 1.104236e+01 0.220033574 1.061877e+01 1.095829e+01
y_rep[1166] 1.104948e+01 0.262711478 1.063633e+01 1.095171e+01
y_rep[1167] 1.121295e+01 0.204458927 1.084490e+01 1.112719e+01
y_rep[1168] 1.086244e+01 0.211722208 1.048804e+01 1.076806e+01
y_rep[1169] 1.067648e+01 0.234982025 1.029721e+01 1.058659e+01
y_rep[1170] 1.055973e+01 0.198200693 1.017499e+01 1.046505e+01
y_rep[1171] 1.036174e+01 0.302260139 9.951051e+00 1.027239e+01
y_rep[1172] 9.935653e+00 0.203434295 9.512565e+00 9.843796e+00
y_rep[1173] 1.026393e+01 0.271705915 9.894204e+00 1.016925e+01
y_rep[1174] 1.015173e+01 0.206061051 9.716265e+00 1.006153e+01
y_rep[1175] 1.011747e+01 0.242017410 9.764615e+00 1.003477e+01
y_rep[1176] 1.019124e+01 0.189396107 9.800175e+00 1.010719e+01
y_rep[1177] 9.999051e+00 0.212557657 9.594121e+00 9.909378e+00
y_rep[1178] 9.467436e+00 0.200671580 9.046129e+00 9.381304e+00
y_rep[1179] 9.625810e+00 0.216647102 9.278150e+00 9.536639e+00
y_rep[1180] 9.712058e+00 0.221822674 9.318902e+00 9.621683e+00
y_rep[1181] 9.639111e+00 0.210349351 9.261927e+00 9.543477e+00
y_rep[1182] 9.568593e+00 0.230242535 9.208774e+00 9.479136e+00
y_rep[1183] 9.503255e+00 0.203164539 9.125688e+00 9.407641e+00
y_rep[1184] 9.965169e+00 0.207317726 9.564608e+00 9.881304e+00
y_rep[1185] 1.006543e+01 0.290858333 9.690291e+00 9.971532e+00
y_rep[1186] 9.940833e+00 0.267535271 9.551894e+00 9.848795e+00
y_rep[1187] 9.713718e+00 0.215736072 9.330471e+00 9.623294e+00
y_rep[1188] 1.021336e+01 0.221400306 9.771885e+00 1.012319e+01
y_rep[1189] 1.029189e+01 0.229850753 9.882834e+00 1.020257e+01
y_rep[1190] 1.005057e+01 0.206137068 9.663352e+00 9.970620e+00
y_rep[1191] 1.019681e+01 0.219990145 9.774382e+00 1.010771e+01
y_rep[1192] 1.003058e+01 0.230372767 9.565968e+00 9.930663e+00
y_rep[1193] 1.029421e+01 0.208937717 9.904474e+00 1.020612e+01
y_rep[1194] 1.044778e+01 0.197837313 1.006443e+01 1.035555e+01
y_rep[1195] 1.021476e+01 0.277360546 9.813785e+00 1.011750e+01
y_rep[1196] 1.137586e+01 0.228305980 1.096641e+01 1.129015e+01
y_rep[1197] 1.151871e+01 0.214176601 1.111529e+01 1.143156e+01
y_rep[1198] 1.130707e+01 0.197931397 1.093042e+01 1.122177e+01
y_rep[1199] 1.138471e+01 0.191430521 1.100919e+01 1.129660e+01
y_rep[1200] 1.149363e+01 0.200854081 1.109207e+01 1.140805e+01
y_rep[1201] 1.129440e+01 0.201434506 1.092554e+01 1.120559e+01
y_rep[1202] 1.111342e+01 0.209510468 1.075619e+01 1.101764e+01
y_rep[1203] 1.121795e+01 0.201471284 1.080940e+01 1.113398e+01
y_rep[1204] 1.102244e+01 0.203348202 1.061218e+01 1.093207e+01
y_rep[1205] 1.100764e+01 0.242915292 1.064472e+01 1.091476e+01
y_rep[1206] 1.105920e+01 0.188336444 1.069999e+01 1.097063e+01
y_rep[1207] 1.089619e+01 0.221438486 1.047281e+01 1.081865e+01
y_rep[1208] 1.086027e+01 0.199491444 1.047997e+01 1.076625e+01
y_rep[1209] 1.100015e+01 0.194074610 1.063276e+01 1.090901e+01
y_rep[1210] 1.095957e+01 0.203097564 1.055302e+01 1.087737e+01
y_rep[1211] 1.054176e+01 0.194863565 1.017112e+01 1.044665e+01
y_rep[1212] 1.064341e+01 0.198921979 1.025052e+01 1.054575e+01
y_rep[1213] 1.058706e+01 0.206977416 1.020505e+01 1.049859e+01
y_rep[1214] 1.057663e+01 0.224430898 1.016984e+01 1.048959e+01
y_rep[1215] 1.109009e+01 0.211466444 1.067940e+01 1.100136e+01
y_rep[1216] 1.106350e+01 0.202055408 1.065497e+01 1.097680e+01
y_rep[1217] 1.074055e+01 0.222265907 1.037781e+01 1.065030e+01
y_rep[1218] 1.068551e+01 0.227578564 1.024314e+01 1.059679e+01
y_rep[1219] 9.838289e+00 0.207275725 9.453341e+00 9.741371e+00
y_rep[1220] 9.525332e+00 0.245894850 9.119714e+00 9.433636e+00
y_rep[1221] 1.002323e+01 0.235194215 9.629576e+00 9.933497e+00
y_rep[1222] 1.042523e+01 0.231320317 1.002219e+01 1.033403e+01
y_rep[1223] 9.816696e+00 0.263347577 9.389597e+00 9.727539e+00
y_rep[1224] 1.001322e+01 0.219414436 9.630577e+00 9.931424e+00
y_rep[1225] 9.840540e+00 0.234291156 9.428762e+00 9.748248e+00
y_rep[1226] 9.920910e+00 0.201226891 9.509796e+00 9.826001e+00
y_rep[1227] 1.024229e+01 0.217049608 9.849654e+00 1.014662e+01
y_rep[1228] 1.027143e+01 0.225781504 9.866482e+00 1.017816e+01
y_rep[1229] 1.004992e+01 0.212251216 9.668883e+00 9.959470e+00
y_rep[1230] 9.931504e+00 0.242765227 9.490561e+00 9.837580e+00
y_rep[1231] 9.744409e+00 0.205695673 9.400733e+00 9.649613e+00
y_rep[1232] 9.707048e+00 0.315054150 9.314026e+00 9.614295e+00
y_rep[1233] 9.564593e+00 0.206928886 9.148073e+00 9.472737e+00
y_rep[1234] 9.536179e+00 0.229713830 9.147266e+00 9.438988e+00
y_rep[1235] 9.441615e+00 0.181526692 9.088392e+00 9.345376e+00
y_rep[1236] 9.247404e+00 0.229125120 8.831336e+00 9.153589e+00
y_rep[1237] 9.357628e+00 0.188953832 8.964453e+00 9.270796e+00
y_rep[1238] 9.083105e+00 0.216450193 8.675562e+00 8.986824e+00
y_rep[1239] 9.297040e+00 0.212060279 8.892066e+00 9.207562e+00
y_rep[1240] 9.093647e+00 0.203154886 8.707848e+00 8.998097e+00
y_rep[1241] 9.071653e+00 0.223022475 8.665409e+00 8.978617e+00
y_rep[1242] 9.251533e+00 0.233991404 8.897956e+00 9.164835e+00
y_rep[1243] 9.273663e+00 0.203551684 8.874129e+00 9.190228e+00
y_rep[1244] 9.002521e+00 0.213221929 8.595461e+00 8.905829e+00
y_rep[1245] 8.887407e+00 0.832563085 8.491653e+00 8.774057e+00
y_rep[1246] 9.074088e+00 0.212980825 8.672730e+00 8.980112e+00
y_rep[1247] 8.971723e+00 0.212828232 8.586655e+00 8.883752e+00
y_rep[1248] 8.754044e+00 0.212173459 8.371351e+00 8.660092e+00
y_rep[1249] 8.683853e+00 0.225537456 8.285152e+00 8.593181e+00
y_rep[1250] 8.441366e+00 0.217068015 8.016459e+00 8.352931e+00
y_rep[1251] 8.280403e+00 0.241320700 7.859537e+00 8.189398e+00
y_rep[1252] 8.285995e+00 0.271015827 7.877261e+00 8.198469e+00
y_rep[1253] 8.230705e+00 0.200395500 7.869186e+00 8.143931e+00
y_rep[1254] 8.425414e+00 0.214063201 8.040347e+00 8.330832e+00
y_rep[1255] 8.251338e+00 0.219078661 7.862210e+00 8.163813e+00
y_rep[1256] 8.290878e+00 0.220685997 7.878712e+00 8.197954e+00
y_rep[1257] 9.384863e+00 0.248790244 8.969231e+00 9.305064e+00
y_rep[1258] 9.569553e+00 0.194087427 9.201816e+00 9.479321e+00
y_rep[1259] 9.377706e+00 0.206133359 9.010328e+00 9.281586e+00
y_rep[1260] 9.473816e+00 0.213448677 9.102366e+00 9.378786e+00
y_rep[1261] 9.225149e+00 0.217798514 8.844465e+00 9.132045e+00
y_rep[1262] 8.787139e+00 0.201310187 8.362865e+00 8.701532e+00
y_rep[1263] 9.061558e+00 0.178226865 8.709315e+00 8.978653e+00
y_rep[1264] 9.321721e+00 0.282618211 8.860153e+00 9.240091e+00
y_rep[1265] 9.033083e+00 0.220491121 8.634893e+00 8.946713e+00
y_rep[1266] 8.845313e+00 0.208094241 8.397919e+00 8.754029e+00
y_rep[1267] 8.944497e+00 0.188845389 8.538070e+00 8.856838e+00
y_rep[1268] 8.855640e+00 0.240102986 8.454460e+00 8.761623e+00
y_rep[1269] 8.855563e+00 0.207096412 8.450182e+00 8.776453e+00
y_rep[1270] 9.082958e+00 0.211988611 8.718961e+00 8.985574e+00
y_rep[1271] 9.134683e+00 0.211058009 8.731046e+00 9.045535e+00
y_rep[1272] 9.154893e+00 0.238910443 8.730583e+00 9.070513e+00
y_rep[1273] 9.252188e+00 0.221874255 8.847357e+00 9.156157e+00
y_rep[1274] 9.392137e+00 0.239271489 9.038378e+00 9.294227e+00
y_rep[1275] 9.344441e+00 0.208507813 8.974097e+00 9.251228e+00
y_rep[1276] 9.387167e+00 0.227003609 9.007338e+00 9.298286e+00
y_rep[1277] 9.266623e+00 0.250195271 8.868310e+00 9.173983e+00
y_rep[1278] 9.211038e+00 0.225318034 8.798803e+00 9.126614e+00
y_rep[1279] 9.110561e+00 0.237789709 8.722453e+00 9.015952e+00
y_rep[1280] 8.673302e+00 0.226010092 8.282359e+00 8.574755e+00
y_rep[1281] 8.542889e+00 0.251683631 8.124801e+00 8.444553e+00
y_rep[1282] 8.867132e+00 0.195353480 8.479928e+00 8.773100e+00
y_rep[1283] 8.579574e+00 0.251907836 8.165777e+00 8.500236e+00
y_rep[1284] 8.446325e+00 0.205935953 8.050929e+00 8.349103e+00
y_rep[1285] 8.578694e+00 0.226099834 8.157734e+00 8.484887e+00
y_rep[1286] 8.207645e+00 0.224002466 7.797317e+00 8.116404e+00
y_rep[1287] 8.018689e+00 0.202838767 7.641239e+00 7.926566e+00
y_rep[1288] 9.182272e+00 0.208416993 8.787878e+00 9.092895e+00
y_rep[1289] 8.957654e+00 0.205991639 8.551228e+00 8.873634e+00
y_rep[1290] 8.925073e+00 0.209866203 8.554248e+00 8.832042e+00
y_rep[1291] 8.982658e+00 0.232551069 8.614051e+00 8.893056e+00
y_rep[1292] 8.840575e+00 0.305153030 8.456458e+00 8.746165e+00
y_rep[1293] 8.513051e+00 0.208930193 8.131521e+00 8.427010e+00
y_rep[1294] 8.457606e+00 0.229426891 8.053956e+00 8.366348e+00
y_rep[1295] 8.325444e+00 0.317139807 7.971645e+00 8.242162e+00
y_rep[1296] 8.165222e+00 0.213609244 7.777333e+00 8.068355e+00
y_rep[1297] 8.099594e+00 0.233937827 7.728121e+00 8.008785e+00
y_rep[1298] 8.103363e+00 0.222978529 7.709996e+00 8.006770e+00
y_rep[1299] 7.789677e+00 0.201457903 7.387612e+00 7.701575e+00
y_rep[1300] 7.990517e+00 0.208079633 7.569700e+00 7.896138e+00
y_rep[1301] 7.693053e+00 0.219577236 7.308554e+00 7.604704e+00
y_rep[1302] 7.878648e+00 0.232858330 7.488174e+00 7.783166e+00
y_rep[1303] 7.896299e+00 0.225981844 7.457556e+00 7.818499e+00
y_rep[1304] 7.925658e+00 0.216329897 7.540795e+00 7.831502e+00
y_rep[1305] 7.939502e+00 0.206129528 7.559062e+00 7.846394e+00
y_rep[1306] 8.272993e+00 0.230305015 7.882351e+00 8.177868e+00
y_rep[1307] 8.070080e+00 0.240175839 7.708272e+00 7.987862e+00
y_rep[1308] 8.001838e+00 0.202128125 7.616874e+00 7.907256e+00
y_rep[1309] 8.052233e+00 0.244540078 7.647143e+00 7.962177e+00
y_rep[1310] 8.308979e+00 0.217372196 7.921344e+00 8.223608e+00
y_rep[1311] 7.813499e+00 0.212536149 7.437540e+00 7.721765e+00
y_rep[1312] 8.396733e+00 0.217642281 7.979856e+00 8.301928e+00
y_rep[1313] 8.274579e+00 0.201593759 7.896035e+00 8.180914e+00
y_rep[1314] 8.395215e+00 0.212725744 7.983799e+00 8.305167e+00
y_rep[1315] 8.298191e+00 0.310033928 7.887339e+00 8.213849e+00
y_rep[1316] 8.230423e+00 0.227798143 7.823565e+00 8.133159e+00
y_rep[1317] 8.422172e+00 0.203653913 8.011024e+00 8.326868e+00
y_rep[1318] 8.417231e+00 0.214789590 8.007816e+00 8.324712e+00
y_rep[1319] 9.490079e+00 0.225086658 9.064283e+00 9.401737e+00
y_rep[1320] 9.692857e+00 0.220488379 9.293389e+00 9.599835e+00
y_rep[1321] 9.531808e+00 0.267247945 9.123509e+00 9.447029e+00
y_rep[1322] 9.635737e+00 0.223637475 9.246211e+00 9.545934e+00
y_rep[1323] 9.525120e+00 0.256996938 9.058678e+00 9.430670e+00
y_rep[1324] 9.598362e+00 0.201082384 9.228093e+00 9.510625e+00
y_rep[1325] 1.006061e+01 0.256288967 9.633243e+00 9.965892e+00
y_rep[1326] 9.761905e+00 0.220789802 9.398321e+00 9.664431e+00
y_rep[1327] 9.649680e+00 0.221423904 9.283015e+00 9.561467e+00
y_rep[1328] 9.623441e+00 0.204699505 9.249441e+00 9.530474e+00
y_rep[1329] 9.507534e+00 0.192455920 9.115672e+00 9.416201e+00
y_rep[1330] 9.706676e+00 0.210690173 9.308683e+00 9.614330e+00
y_rep[1331] 1.002714e+01 0.206572768 9.629826e+00 9.936100e+00
y_rep[1332] 9.803020e+00 0.216877905 9.365510e+00 9.713339e+00
y_rep[1333] 9.651625e+00 0.194469259 9.250324e+00 9.562970e+00
y_rep[1334] 9.582295e+00 0.197647304 9.202038e+00 9.493570e+00
y_rep[1335] 9.445165e+00 0.195980284 9.018332e+00 9.354769e+00
y_rep[1336] 9.848585e+00 0.247567361 9.434752e+00 9.741329e+00
y_rep[1337] 9.934127e+00 0.220652711 9.600603e+00 9.832953e+00
y_rep[1338] 9.628146e+00 0.192306017 9.239794e+00 9.541028e+00
y_rep[1339] 9.621768e+00 0.220686641 9.255405e+00 9.536122e+00
y_rep[1340] 9.683619e+00 0.300773129 9.254483e+00 9.594923e+00
y_rep[1341] 9.721300e+00 0.292942411 9.276544e+00 9.640892e+00
y_rep[1342] 9.912909e+00 0.251520472 9.505206e+00 9.820818e+00
y_rep[1343] 9.901751e+00 0.279507900 9.497693e+00 9.807964e+00
y_rep[1344] 9.939952e+00 0.216904651 9.570261e+00 9.843555e+00
y_rep[1345] 9.753072e+00 0.212363905 9.342771e+00 9.675150e+00
y_rep[1346] 9.790218e+00 0.200934734 9.384154e+00 9.698637e+00
y_rep[1347] 9.665280e+00 0.297096982 9.231754e+00 9.578776e+00
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log_lik[1393] 1.131834e+00 0.030112786 1.073380e+00 1.111426e+00
log_lik[1394] 5.173646e-01 0.062583196 3.875189e-01 4.770363e-01
log_lik[1395] 7.795000e-01 0.048732652 6.811791e-01 7.486755e-01
log_lik[1396] -2.000741e-01 0.084938714 -3.755547e-01 -2.539816e-01
log_lik[1397] -9.842319e-02 0.072260175 -2.381179e-01 -1.462405e-01
log_lik[1398] -4.661148e-01 0.065267740 -5.881165e-01 -5.127532e-01
log_lik[1399] -1.821082e+00 0.100704961 -2.014775e+00 -1.888890e+00
log_lik[1400] 7.316554e-01 0.051984212 6.330517e-01 6.956790e-01
log_lik[1401] -9.193988e-01 0.075054916 -1.063006e+00 -9.693838e-01
log_lik[1402] 9.544256e-01 0.047424173 8.610728e-01 9.225087e-01
log_lik[1403] -1.965434e-01 0.056049785 -3.023648e-01 -2.330133e-01
log_lik[1404] 8.171164e-01 0.042265280 7.340894e-01 7.887017e-01
log_lik[1405] 1.123902e+00 0.030365165 1.066805e+00 1.102268e+00
log_lik[1406] 9.734745e-01 0.041945370 8.922855e-01 9.456920e-01
log_lik[1407] 8.435581e-01 0.039924244 7.644046e-01 8.157443e-01
log_lik[1408] 1.136985e+00 0.029442492 1.081209e+00 1.116486e+00
log_lik[1409] 1.072223e+00 0.035051763 1.002631e+00 1.049081e+00
log_lik[1410] -1.833178e+00 0.072270976 -1.976117e+00 -1.882512e+00
log_lik[1411] 1.135536e+00 0.029862312 1.078078e+00 1.115072e+00
log_lik[1412] -9.822580e-02 0.074083052 -2.393061e-01 -1.490118e-01
log_lik[1413] -1.092778e+00 0.057637002 -1.206097e+00 -1.132418e+00
log_lik[1414] 6.004651e-02 0.167313274 -2.693507e-01 -5.339277e-02
log_lik[1415] -3.570195e+00 0.121547528 -3.814160e+00 -3.647704e+00
log_lik[1416] -7.175024e-01 0.071634100 -8.557781e-01 -7.662023e-01
log_lik[1417] -3.133373e-01 0.060434911 -4.345114e-01 -3.533620e-01
log_lik[1418] 8.414843e-01 0.071699075 6.976949e-01 7.933604e-01
log_lik[1419] -2.415202e+00 0.111549064 -2.636898e+00 -2.487027e+00
log_lik[1420] 1.105548e+00 0.040342040 1.019839e+00 1.081232e+00
log_lik[1421] -5.322809e-01 0.065864847 -6.615168e-01 -5.760394e-01
log_lik[1422] 5.987147e-01 0.070567320 4.651895e-01 5.487634e-01
log_lik[1423] -7.998280e-01 0.084088393 -9.638695e-01 -8.579473e-01
log_lik[1424] -6.622638e+00 0.253120099 -7.154340e+00 -6.780004e+00
log_lik[1425] -3.972898e+00 0.167332293 -4.325157e+00 -4.077597e+00
log_lik[1426] -3.000037e-01 0.105489312 -5.027165e-01 -3.758949e-01
log_lik[1427] 7.667485e-01 0.215012472 2.878568e-01 6.264830e-01
log_lik[1428] -9.994588e-01 0.200529244 -1.389983e+00 -1.138262e+00
log_lik[1429] 7.558410e-01 0.090628202 5.713415e-01 6.968306e-01
log_lik[1430] 7.076993e-01 0.072082069 5.635350e-01 6.573561e-01
log_lik[1431] -1.521658e-01 0.147368643 -4.332157e-01 -2.575679e-01
log_lik[1432] 6.414232e-01 0.162920437 3.074328e-01 5.369593e-01
log_lik[1433] -2.505845e+00 0.139256937 -2.786223e+00 -2.595824e+00
log_lik[1434] 1.052574e+00 0.046354765 9.562987e-01 1.022883e+00
log_lik[1435] 2.946413e-01 0.112080817 6.394179e-02 2.198857e-01
log_lik[1436] 8.855062e-01 0.086392047 7.006780e-01 8.304887e-01
log_lik[1437] 1.064325e+00 0.044255661 9.728341e-01 1.035068e+00
log_lik[1438] -4.985577e-01 0.159250087 -8.009619e-01 -6.111220e-01
log_lik[1439] -1.164659e-01 0.105751355 -3.195591e-01 -1.921033e-01
log_lik[1440] 4.782937e-01 0.082742115 3.116174e-01 4.214939e-01
log_lik[1441] 9.216518e-01 0.067761322 7.753028e-01 8.799338e-01
log_lik[1442] 1.085499e+00 0.051869223 9.649868e-01 1.054280e+00
log_lik[1443] 6.581074e-01 0.077887247 5.035496e-01 6.038300e-01
log_lik[1444] 2.289997e-01 0.132996707 -3.526605e-02 1.382438e-01
log_lik[1445] -5.534423e-01 0.122647979 -7.876687e-01 -6.345831e-01
log_lik[1446] 9.864604e-01 0.060326201 8.594856e-01 9.460508e-01
log_lik[1447] -6.550362e-02 0.171871141 -4.005816e-01 -1.830399e-01
log_lik[1448] 6.061740e-01 0.063564385 4.790825e-01 5.640968e-01
log_lik[1449] -6.868534e-01 0.067827469 -8.222197e-01 -7.323364e-01
log_lik[1450] -5.640652e+00 0.197395207 -6.042248e+00 -5.763755e+00
log_lik[1451] 8.210538e-01 0.157408644 4.818154e-01 7.171296e-01
log_lik[1452] 1.032438e+00 0.060006354 9.040257e-01 9.965589e-01
log_lik[1453] 9.506531e-02 0.068230962 -4.123839e-02 4.888102e-02
log_lik[1454] 4.036634e-01 0.096518449 2.083996e-01 3.370251e-01
log_lik[1455] -1.073200e+00 0.139886343 -1.342775e+00 -1.170594e+00
log_lik[1456] 1.070462e+00 0.043816743 9.824398e-01 1.042030e+00
log_lik[1457] 3.933967e-01 0.128222094 1.411987e-01 3.033302e-01
log_lik[1458] 3.836097e-01 0.076232714 2.299016e-01 3.305245e-01
log_lik[1459] 7.570909e-01 0.101118145 5.504833e-01 6.929176e-01
log_lik[1460] -4.166836e+00 0.128399277 -4.420271e+00 -4.249806e+00
y_hat 1.230878e+01 0.311114089 1.193186e+01 1.221686e+01
lp__ 1.326138e+03 2.110988659 1.321108e+03 1.324962e+03
stats
parameter 50% 75% 97.5%
alpha 1.230565e+01 1.230839e+01 1.231308e+01
beta[1] 6.277649e-01 6.917448e-01 8.222246e-01
beta[2] 6.547508e-01 7.324998e-01 8.643601e-01
beta[3] 1.903509e+00 1.989087e+00 2.156150e+00
beta_mu[1] -3.942961e-02 1.091071e+01 3.087943e+01
beta_mu[2] 3.868627e-01 1.073365e+01 3.360889e+01
beta_mu[3] 1.928858e+00 1.286411e+01 3.404835e+01
sigma 1.165017e-01 1.192300e-01 1.244269e-01
nu 2.698420e+00 2.847691e+00 3.152837e+00
mu[1] 1.651867e+01 1.652408e+01 1.653343e+01
mu[2] 1.685677e+01 1.686253e+01 1.687329e+01
mu[3] 1.641305e+01 1.641983e+01 1.643182e+01
mu[4] 1.709930e+01 1.710566e+01 1.711618e+01
mu[5] 1.715323e+01 1.716600e+01 1.718786e+01
mu[6] 1.769538e+01 1.770274e+01 1.771634e+01
mu[7] 1.735325e+01 1.736371e+01 1.738431e+01
mu[8] 1.763673e+01 1.765159e+01 1.767969e+01
mu[9] 1.735334e+01 1.735944e+01 1.737013e+01
mu[10] 1.780565e+01 1.781248e+01 1.782405e+01
mu[11] 1.801572e+01 1.802238e+01 1.803420e+01
mu[12] 1.914892e+01 1.915726e+01 1.917090e+01
mu[13] 1.895725e+01 1.896475e+01 1.897738e+01
mu[14] 1.843141e+01 1.843836e+01 1.845069e+01
mu[15] 1.750666e+01 1.752087e+01 1.754752e+01
mu[16] 1.688534e+01 1.689123e+01 1.690152e+01
mu[17] 1.720138e+01 1.721137e+01 1.722875e+01
mu[18] 1.746858e+01 1.747588e+01 1.748747e+01
mu[19] 1.720061e+01 1.720683e+01 1.721748e+01
mu[20] 1.648354e+01 1.649063e+01 1.650301e+01
mu[21] 1.624334e+01 1.624910e+01 1.625881e+01
mu[22] 1.638837e+01 1.639365e+01 1.640294e+01
mu[23] 1.634557e+01 1.635157e+01 1.636191e+01
mu[24] 1.683980e+01 1.684555e+01 1.685511e+01
mu[25] 1.693251e+01 1.693801e+01 1.694799e+01
mu[26] 1.618973e+01 1.619675e+01 1.621011e+01
mu[27] 1.606044e+01 1.606762e+01 1.608020e+01
mu[28] 1.584686e+01 1.585551e+01 1.587239e+01
mu[29] 1.543837e+01 1.544306e+01 1.545140e+01
mu[30] 1.523858e+01 1.524451e+01 1.525490e+01
mu[31] 1.531807e+01 1.532501e+01 1.533758e+01
mu[32] 1.467645e+01 1.468281e+01 1.469420e+01
mu[33] 1.415314e+01 1.415730e+01 1.416492e+01
mu[34] 1.393638e+01 1.393990e+01 1.394619e+01
mu[35] 1.322664e+01 1.323824e+01 1.326053e+01
mu[36] 1.317225e+01 1.317654e+01 1.318447e+01
mu[37] 1.361266e+01 1.361838e+01 1.362847e+01
mu[38] 1.481147e+01 1.482631e+01 1.485122e+01
mu[39] 1.522442e+01 1.522902e+01 1.523722e+01
mu[40] 1.479120e+01 1.479621e+01 1.480554e+01
mu[41] 1.468735e+01 1.469149e+01 1.469882e+01
mu[42] 1.489611e+01 1.490124e+01 1.490943e+01
mu[43] 1.475435e+01 1.475846e+01 1.476556e+01
mu[44] 1.522788e+01 1.523398e+01 1.524585e+01
mu[45] 1.463190e+01 1.463665e+01 1.464541e+01
mu[46] 1.376842e+01 1.377395e+01 1.378434e+01
mu[47] 1.360742e+01 1.361316e+01 1.362353e+01
mu[48] 1.380741e+01 1.381235e+01 1.382024e+01
mu[49] 1.450055e+01 1.450707e+01 1.451910e+01
mu[50] 1.493866e+01 1.494518e+01 1.495668e+01
mu[51] 1.501387e+01 1.502031e+01 1.503116e+01
mu[52] 1.440393e+01 1.441005e+01 1.442133e+01
mu[53] 1.424298e+01 1.424678e+01 1.425359e+01
mu[54] 1.432379e+01 1.432812e+01 1.433493e+01
mu[55] 1.423889e+01 1.424566e+01 1.425743e+01
mu[56] 1.432689e+01 1.433099e+01 1.433759e+01
mu[57] 1.450430e+01 1.451062e+01 1.452102e+01
mu[58] 1.471745e+01 1.472153e+01 1.472841e+01
mu[59] 1.412166e+01 1.412592e+01 1.413338e+01
mu[60] 1.394890e+01 1.395252e+01 1.395926e+01
mu[61] 1.308033e+01 1.309315e+01 1.311775e+01
mu[62] 1.304019e+01 1.304397e+01 1.305057e+01
mu[63] 1.416568e+01 1.416998e+01 1.417724e+01
mu[64] 1.397983e+01 1.398370e+01 1.399012e+01
mu[65] 1.357676e+01 1.358122e+01 1.358943e+01
mu[66] 1.328410e+01 1.328744e+01 1.329363e+01
mu[67] 1.338872e+01 1.339230e+01 1.339883e+01
mu[68] 1.355947e+01 1.356336e+01 1.357052e+01
mu[69] 1.387663e+01 1.388244e+01 1.389352e+01
mu[70] 1.402853e+01 1.403345e+01 1.404154e+01
mu[71] 1.381946e+01 1.382468e+01 1.383353e+01
mu[72] 1.289539e+01 1.290208e+01 1.291422e+01
mu[73] 1.234786e+01 1.235096e+01 1.235638e+01
mu[74] 1.226377e+01 1.226643e+01 1.227165e+01
mu[75] 1.219240e+01 1.219579e+01 1.220145e+01
mu[76] 1.292969e+01 1.293429e+01 1.294260e+01
mu[77] 1.295680e+01 1.295975e+01 1.296533e+01
mu[78] 1.285682e+01 1.286026e+01 1.286574e+01
mu[79] 1.240238e+01 1.240574e+01 1.241213e+01
mu[80] 1.238523e+01 1.238977e+01 1.239900e+01
mu[81] 1.234188e+01 1.234499e+01 1.235038e+01
mu[82] 1.249783e+01 1.250063e+01 1.250594e+01
mu[83] 1.269179e+01 1.269512e+01 1.270150e+01
mu[84] 1.295149e+01 1.295733e+01 1.296669e+01
mu[85] 1.261385e+01 1.261719e+01 1.262321e+01
mu[86] 1.209805e+01 1.210360e+01 1.211246e+01
mu[87] 1.283765e+01 1.284363e+01 1.285381e+01
mu[88] 1.312199e+01 1.312555e+01 1.313144e+01
mu[89] 1.307780e+01 1.308221e+01 1.309034e+01
mu[90] 1.379821e+01 1.380478e+01 1.381685e+01
mu[91] 1.380766e+01 1.381141e+01 1.381792e+01
mu[92] 1.345740e+01 1.346045e+01 1.346621e+01
mu[93] 1.314275e+01 1.314569e+01 1.315112e+01
mu[94] 1.338140e+01 1.338541e+01 1.339198e+01
mu[95] 1.338612e+01 1.339012e+01 1.339755e+01
mu[96] 1.359325e+01 1.359762e+01 1.360572e+01
mu[97] 1.374503e+01 1.374888e+01 1.375560e+01
mu[98] 1.349613e+01 1.350030e+01 1.350791e+01
mu[99] 1.302834e+01 1.303174e+01 1.303806e+01
mu[100] 1.280819e+01 1.281134e+01 1.281678e+01
mu[101] 1.278196e+01 1.278821e+01 1.279907e+01
mu[102] 1.318839e+01 1.319265e+01 1.320044e+01
mu[103] 1.414606e+01 1.414978e+01 1.415683e+01
mu[104] 1.369878e+01 1.370649e+01 1.372105e+01
mu[105] 1.346588e+01 1.347046e+01 1.347885e+01
mu[106] 1.337014e+01 1.337395e+01 1.338057e+01
mu[107] 1.288240e+01 1.288541e+01 1.289098e+01
mu[108] 1.294500e+01 1.294898e+01 1.295596e+01
mu[109] 1.348026e+01 1.348475e+01 1.349279e+01
mu[110] 1.341078e+01 1.341591e+01 1.342517e+01
mu[111] 1.285916e+01 1.286303e+01 1.286986e+01
mu[112] 1.279550e+01 1.279970e+01 1.280704e+01
mu[113] 1.187007e+01 1.187639e+01 1.188901e+01
mu[114] 1.138441e+01 1.138708e+01 1.139202e+01
mu[115] 1.156940e+01 1.157442e+01 1.158243e+01
mu[116] 1.209999e+01 1.210690e+01 1.212001e+01
mu[117] 1.208686e+01 1.209186e+01 1.210105e+01
mu[118] 1.167289e+01 1.167619e+01 1.168209e+01
mu[119] 1.154528e+01 1.154838e+01 1.155403e+01
mu[120] 1.119644e+01 1.119931e+01 1.120436e+01
mu[121] 1.117062e+01 1.117372e+01 1.117911e+01
mu[122] 1.161848e+01 1.162209e+01 1.162865e+01
mu[123] 1.198145e+01 1.198482e+01 1.199081e+01
mu[124] 1.208167e+01 1.208443e+01 1.208884e+01
mu[125] 1.197130e+01 1.197815e+01 1.199061e+01
mu[126] 1.147286e+01 1.147726e+01 1.148598e+01
mu[127] 1.110846e+01 1.111305e+01 1.112183e+01
mu[128] 1.123325e+01 1.123631e+01 1.124204e+01
mu[129] 1.129474e+01 1.129939e+01 1.130737e+01
mu[130] 1.147663e+01 1.147988e+01 1.148571e+01
mu[131] 1.144335e+01 1.144628e+01 1.145099e+01
mu[132] 1.086000e+01 1.086391e+01 1.087131e+01
mu[133] 1.056494e+01 1.056964e+01 1.057803e+01
mu[134] 1.069436e+01 1.069737e+01 1.070268e+01
mu[135] 1.090834e+01 1.091102e+01 1.091583e+01
mu[136] 1.078365e+01 1.078694e+01 1.079284e+01
mu[137] 1.153806e+01 1.154381e+01 1.155359e+01
mu[138] 1.151219e+01 1.151664e+01 1.152420e+01
mu[139] 1.108009e+01 1.108289e+01 1.108751e+01
mu[140] 1.081688e+01 1.082043e+01 1.082733e+01
mu[141] 1.164950e+01 1.165682e+01 1.166982e+01
mu[142] 1.124549e+01 1.124997e+01 1.125836e+01
mu[143] 1.135654e+01 1.135945e+01 1.136426e+01
mu[144] 1.129648e+01 1.129932e+01 1.130401e+01
mu[145] 1.053542e+01 1.054028e+01 1.054910e+01
mu[146] 1.024750e+01 1.025042e+01 1.025587e+01
mu[147] 1.027627e+01 1.028000e+01 1.028770e+01
mu[148] 1.064671e+01 1.064991e+01 1.065576e+01
mu[149] 1.058057e+01 1.058435e+01 1.059140e+01
mu[150] 1.084712e+01 1.084977e+01 1.085474e+01
mu[151] 1.070647e+01 1.071079e+01 1.071837e+01
mu[152] 1.065753e+01 1.066145e+01 1.066878e+01
mu[153] 1.019152e+01 1.019548e+01 1.020306e+01
mu[154] 1.002538e+01 1.002892e+01 1.003511e+01
mu[155] 1.019503e+01 1.019811e+01 1.020418e+01
mu[156] 1.090079e+01 1.090772e+01 1.091991e+01
mu[157] 1.118468e+01 1.119018e+01 1.120089e+01
mu[158] 1.132246e+01 1.132587e+01 1.133200e+01
mu[159] 1.118212e+01 1.118591e+01 1.119258e+01
mu[160] 1.045216e+01 1.045644e+01 1.046459e+01
mu[161] 1.027805e+01 1.028169e+01 1.028852e+01
mu[162] 1.077843e+01 1.078232e+01 1.079013e+01
mu[163] 1.090066e+01 1.090363e+01 1.090858e+01
mu[164] 1.083985e+01 1.084461e+01 1.085384e+01
mu[165] 1.080122e+01 1.080411e+01 1.080921e+01
mu[166] 1.092186e+01 1.092680e+01 1.093577e+01
mu[167] 1.072118e+01 1.072387e+01 1.072857e+01
mu[168] 1.062214e+01 1.062545e+01 1.063168e+01
mu[169] 1.329583e+01 1.331328e+01 1.334730e+01
mu[170] 1.748513e+01 1.754188e+01 1.764074e+01
mu[171] 1.648848e+01 1.649691e+01 1.651327e+01
mu[172] 1.666201e+01 1.667066e+01 1.668609e+01
mu[173] 1.692994e+01 1.693850e+01 1.695465e+01
mu[174] 1.699237e+01 1.699932e+01 1.701128e+01
mu[175] 1.758714e+01 1.759923e+01 1.762209e+01
mu[176] 1.787434e+01 1.788442e+01 1.790308e+01
mu[177] 1.722569e+01 1.723442e+01 1.725035e+01
mu[178] 1.739950e+01 1.740641e+01 1.741735e+01
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mu[1293] 8.508215e+00 8.512951e+00 8.522861e+00
mu[1294] 8.446428e+00 8.453484e+00 8.465848e+00
mu[1295] 8.338514e+00 8.342336e+00 8.350203e+00
mu[1296] 8.171589e+00 8.175854e+00 8.184190e+00
mu[1297] 8.102319e+00 8.106440e+00 8.114338e+00
mu[1298] 8.090055e+00 8.095057e+00 8.104899e+00
mu[1299] 7.787353e+00 7.791853e+00 7.800735e+00
mu[1300] 7.987241e+00 7.992128e+00 8.001573e+00
mu[1301] 7.700355e+00 7.704738e+00 7.713462e+00
mu[1302] 7.875677e+00 7.880878e+00 7.890867e+00
mu[1303] 7.902811e+00 7.906827e+00 7.915085e+00
mu[1304] 7.928541e+00 7.932738e+00 7.940990e+00
mu[1305] 7.931836e+00 7.936203e+00 7.944457e+00
mu[1306] 8.266311e+00 8.275396e+00 8.290642e+00
mu[1307] 8.073377e+00 8.079896e+00 8.093165e+00
mu[1308] 8.007518e+00 8.012653e+00 8.022603e+00
mu[1309] 8.036371e+00 8.040747e+00 8.049544e+00
mu[1310] 8.309569e+00 8.315211e+00 8.325388e+00
mu[1311] 7.815124e+00 7.823903e+00 7.841229e+00
mu[1312] 8.392038e+00 8.396311e+00 8.404999e+00
mu[1313] 8.281410e+00 8.285914e+00 8.294735e+00
mu[1314] 8.392005e+00 8.398987e+00 8.412097e+00
mu[1315] 8.308860e+00 8.312872e+00 8.320842e+00
mu[1316] 8.227264e+00 8.231550e+00 8.239702e+00
mu[1317] 8.426322e+00 8.434087e+00 8.447248e+00
mu[1318] 8.423897e+00 8.428056e+00 8.435700e+00
mu[1319] 9.486097e+00 9.489503e+00 9.495849e+00
mu[1320] 9.692170e+00 9.696523e+00 9.705050e+00
mu[1321] 9.539853e+00 9.543325e+00 9.549484e+00
mu[1322] 9.633300e+00 9.636668e+00 9.642968e+00
mu[1323] 9.526477e+00 9.529622e+00 9.535587e+00
mu[1324] 9.592642e+00 9.596026e+00 9.602333e+00
mu[1325] 1.005523e+01 1.005831e+01 1.006386e+01
mu[1326] 9.753159e+00 9.756689e+00 9.763027e+00
mu[1327] 9.647150e+00 9.650322e+00 9.656331e+00
mu[1328] 9.622229e+00 9.627176e+00 9.636700e+00
mu[1329] 9.502700e+00 9.506008e+00 9.512202e+00
mu[1330] 9.699608e+00 9.703638e+00 9.710872e+00
mu[1331] 1.002811e+01 1.003242e+01 1.004054e+01
mu[1332] 9.817369e+00 9.821909e+00 9.830134e+00
mu[1333] 9.653118e+00 9.657029e+00 9.664670e+00
mu[1334] 9.595673e+00 9.600072e+00 9.607815e+00
mu[1335] 9.446883e+00 9.450728e+00 9.457285e+00
mu[1336] 9.843857e+00 9.849661e+00 9.861116e+00
mu[1337] 9.916939e+00 9.921261e+00 9.929120e+00
mu[1338] 9.632479e+00 9.636867e+00 9.644605e+00
mu[1339] 9.624445e+00 9.628756e+00 9.636168e+00
mu[1340] 9.690182e+00 9.694203e+00 9.702759e+00
mu[1341] 9.733191e+00 9.736785e+00 9.743294e+00
mu[1342] 9.910243e+00 9.919829e+00 9.939795e+00
mu[1343] 9.890774e+00 9.896133e+00 9.906302e+00
mu[1344] 9.937453e+00 9.943048e+00 9.952516e+00
mu[1345] 9.759660e+00 9.762746e+00 9.768682e+00
mu[1346] 9.794692e+00 9.798528e+00 9.805599e+00
mu[1347] 9.665165e+00 9.668651e+00 9.674664e+00
mu[1348] 9.614013e+00 9.617383e+00 9.623795e+00
mu[1349] 9.507672e+00 9.511762e+00 9.520252e+00
mu[1350] 9.691778e+00 9.694802e+00 9.700694e+00
mu[1351] 9.758399e+00 9.761396e+00 9.767292e+00
mu[1352] 9.711578e+00 9.714814e+00 9.720846e+00
mu[1353] 9.974022e+00 9.978308e+00 9.986422e+00
mu[1354] 9.864983e+00 9.868376e+00 9.874673e+00
mu[1355] 9.725086e+00 9.730745e+00 9.741099e+00
mu[1356] 9.754193e+00 9.757495e+00 9.763283e+00
mu[1357] 9.902676e+00 9.906282e+00 9.913517e+00
mu[1358] 9.824704e+00 9.827985e+00 9.834009e+00
mu[1359] 9.373304e+00 9.377224e+00 9.385095e+00
mu[1360] 9.229796e+00 9.233616e+00 9.240643e+00
mu[1361] 8.769235e+00 8.772692e+00 8.779777e+00
mu[1362] 8.681869e+00 8.686131e+00 8.694119e+00
mu[1363] 8.727253e+00 8.731590e+00 8.740309e+00
mu[1364] 8.495313e+00 8.500597e+00 8.510207e+00
mu[1365] 8.540962e+00 8.544906e+00 8.552170e+00
mu[1366] 8.061770e+00 8.066023e+00 8.074328e+00
mu[1367] 8.170847e+00 8.175940e+00 8.185330e+00
mu[1368] 7.888992e+00 7.893379e+00 7.901910e+00
mu[1369] 7.926018e+00 7.930302e+00 7.938323e+00
mu[1370] 7.722222e+00 7.727950e+00 7.739276e+00
mu[1371] 7.542474e+00 7.547097e+00 7.556209e+00
mu[1372] 8.021053e+00 8.026250e+00 8.035489e+00
mu[1373] 8.297677e+00 8.302170e+00 8.311499e+00
mu[1374] 7.995066e+00 7.999574e+00 8.008374e+00
mu[1375] 7.882035e+00 7.886244e+00 7.894226e+00
mu[1376] 7.771471e+00 7.775963e+00 7.784799e+00
mu[1377] 7.670629e+00 7.674986e+00 7.683415e+00
mu[1378] 7.760025e+00 7.764738e+00 7.773525e+00
mu[1379] 7.809350e+00 7.813912e+00 7.822244e+00
mu[1380] 7.479112e+00 7.484940e+00 7.496543e+00
mu[1381] 7.836466e+00 7.841679e+00 7.851728e+00
mu[1382] 8.132726e+00 8.137015e+00 8.145019e+00
mu[1383] 8.015886e+00 8.021315e+00 8.032298e+00
mu[1384] 8.463917e+00 8.468208e+00 8.475877e+00
mu[1385] 8.630628e+00 8.635844e+00 8.644953e+00
mu[1386] 8.433521e+00 8.437520e+00 8.445173e+00
mu[1387] 8.491739e+00 8.495813e+00 8.503492e+00
mu[1388] 8.417466e+00 8.421523e+00 8.429671e+00
mu[1389] 8.294897e+00 8.299674e+00 8.309790e+00
mu[1390] 8.374502e+00 8.378687e+00 8.386536e+00
mu[1391] 8.349099e+00 8.353364e+00 8.361266e+00
mu[1392] 8.251676e+00 8.255628e+00 8.263090e+00
mu[1393] 8.241364e+00 8.246797e+00 8.257691e+00
mu[1394] 8.123054e+00 8.127838e+00 8.136955e+00
mu[1395] 7.851345e+00 7.855718e+00 7.864433e+00
mu[1396] 8.242356e+00 8.247800e+00 8.258718e+00
mu[1397] 8.114653e+00 8.119128e+00 8.127465e+00
mu[1398] 8.781105e+00 8.784803e+00 8.792169e+00
mu[1399] 9.803816e+00 9.811531e+00 9.824903e+00
mu[1400] 9.356156e+00 9.360580e+00 9.368682e+00
mu[1401] 9.564445e+00 9.568851e+00 9.577243e+00
mu[1402] 9.826023e+00 9.831356e+00 9.840729e+00
mu[1403] 1.000066e+01 1.000384e+01 1.000936e+01
mu[1404] 9.883615e+00 9.887518e+00 9.894506e+00
mu[1405] 9.765460e+00 9.770239e+00 9.778399e+00
mu[1406] 9.789446e+00 9.793849e+00 9.803152e+00
mu[1407] 9.657339e+00 9.660939e+00 9.667855e+00
mu[1408] 9.756429e+00 9.761867e+00 9.771168e+00
mu[1409] 1.002061e+01 1.002502e+01 1.003408e+01
mu[1410] 9.964261e+00 9.968787e+00 9.977039e+00
mu[1411] 1.021881e+01 1.022551e+01 1.023634e+01
mu[1412] 1.011310e+01 1.011799e+01 1.012639e+01
mu[1413] 1.021196e+01 1.021498e+01 1.022066e+01
mu[1414] 1.090311e+01 1.091514e+01 1.093759e+01
mu[1415] 1.359418e+01 1.360356e+01 1.362067e+01
mu[1416] 1.328574e+01 1.329032e+01 1.329883e+01
mu[1417] 1.364950e+01 1.365334e+01 1.365917e+01
mu[1418] 1.376409e+01 1.377105e+01 1.378348e+01
mu[1419] 1.399639e+01 1.400576e+01 1.402269e+01
mu[1420] 1.473693e+01 1.474490e+01 1.475988e+01
mu[1421] 1.462782e+01 1.463148e+01 1.463812e+01
mu[1422] 1.450939e+01 1.451521e+01 1.452497e+01
mu[1423] 1.506177e+01 1.506714e+01 1.507719e+01
mu[1424] 1.849481e+01 1.851429e+01 1.854681e+01
mu[1425] 1.794733e+01 1.796488e+01 1.799763e+01
mu[1426] 1.727555e+01 1.728318e+01 1.729511e+01
mu[1427] 1.796197e+01 1.798333e+01 1.802219e+01
mu[1428] 1.803393e+01 1.804947e+01 1.807759e+01
mu[1429] 1.762823e+01 1.763663e+01 1.765129e+01
mu[1430] 1.779320e+01 1.779967e+01 1.781051e+01
mu[1431] 1.854851e+01 1.855858e+01 1.857723e+01
mu[1432] 1.851294e+01 1.852612e+01 1.855299e+01
mu[1433] 1.889805e+01 1.891077e+01 1.893493e+01
mu[1434] 1.840096e+01 1.840793e+01 1.842014e+01
mu[1435] 1.843559e+01 1.844368e+01 1.845872e+01
mu[1436] 1.823200e+01 1.824118e+01 1.825887e+01
mu[1437] 1.826693e+01 1.827391e+01 1.828593e+01
mu[1438] 1.783102e+01 1.784207e+01 1.786316e+01
mu[1439] 1.817698e+01 1.818434e+01 1.819668e+01
mu[1440] 1.776353e+01 1.777006e+01 1.778071e+01
mu[1441] 1.766001e+01 1.766741e+01 1.768238e+01
mu[1442] 1.698160e+01 1.699141e+01 1.701001e+01
mu[1443] 1.686006e+01 1.686716e+01 1.687781e+01
mu[1444] 1.698338e+01 1.699280e+01 1.701131e+01
mu[1445] 1.686962e+01 1.687869e+01 1.689352e+01
mu[1446] 1.585712e+01 1.586500e+01 1.587888e+01
mu[1447] 1.456232e+01 1.457423e+01 1.459723e+01
mu[1448] 1.443270e+01 1.443794e+01 1.444769e+01
mu[1449] 1.433684e+01 1.434087e+01 1.434770e+01
mu[1450] 1.347655e+01 1.348502e+01 1.350045e+01
mu[1451] 1.496907e+01 1.498516e+01 1.501205e+01
mu[1452] 1.471362e+01 1.472214e+01 1.473847e+01
mu[1453] 1.550746e+01 1.551217e+01 1.551962e+01
mu[1454] 1.542988e+01 1.543693e+01 1.545009e+01
mu[1455] 1.553291e+01 1.554336e+01 1.556116e+01
mu[1456] 1.594503e+01 1.595190e+01 1.596526e+01
mu[1457] 1.625117e+01 1.626116e+01 1.627869e+01
mu[1458] 1.580338e+01 1.580915e+01 1.581923e+01
mu[1459] 1.609561e+01 1.610515e+01 1.612200e+01
mu[1460] 1.628661e+01 1.629192e+01 1.630127e+01
y_rep[1] 1.651830e+01 1.661474e+01 1.694684e+01
y_rep[2] 1.686143e+01 1.695169e+01 1.724911e+01
y_rep[3] 1.641808e+01 1.650415e+01 1.682930e+01
y_rep[4] 1.710266e+01 1.719637e+01 1.749851e+01
y_rep[5] 1.715970e+01 1.725208e+01 1.755729e+01
y_rep[6] 1.769113e+01 1.778428e+01 1.807836e+01
y_rep[7] 1.735626e+01 1.744586e+01 1.770315e+01
y_rep[8] 1.764169e+01 1.773335e+01 1.804219e+01
y_rep[9] 1.735403e+01 1.744277e+01 1.774106e+01
y_rep[10] 1.780651e+01 1.789409e+01 1.821779e+01
y_rep[11] 1.801695e+01 1.811743e+01 1.841569e+01
y_rep[12] 1.915237e+01 1.923804e+01 1.954829e+01
y_rep[13] 1.894879e+01 1.904164e+01 1.934961e+01
y_rep[14] 1.843285e+01 1.851948e+01 1.882837e+01
y_rep[15] 1.750898e+01 1.760392e+01 1.785386e+01
y_rep[16] 1.688942e+01 1.697812e+01 1.725557e+01
y_rep[17] 1.719549e+01 1.728898e+01 1.756690e+01
y_rep[18] 1.746724e+01 1.755716e+01 1.785750e+01
y_rep[19] 1.719845e+01 1.728975e+01 1.758771e+01
y_rep[20] 1.648639e+01 1.657932e+01 1.685093e+01
y_rep[21] 1.623652e+01 1.633790e+01 1.667403e+01
y_rep[22] 1.639397e+01 1.648295e+01 1.681616e+01
y_rep[23] 1.634784e+01 1.643684e+01 1.670501e+01
y_rep[24] 1.684149e+01 1.692714e+01 1.725338e+01
y_rep[25] 1.693415e+01 1.702402e+01 1.737043e+01
y_rep[26] 1.619474e+01 1.627827e+01 1.657562e+01
y_rep[27] 1.606948e+01 1.615430e+01 1.646059e+01
y_rep[28] 1.583903e+01 1.593542e+01 1.627029e+01
y_rep[29] 1.543020e+01 1.552211e+01 1.582201e+01
y_rep[30] 1.524223e+01 1.533217e+01 1.570667e+01
y_rep[31] 1.531985e+01 1.541382e+01 1.575678e+01
y_rep[32] 1.467660e+01 1.476582e+01 1.506052e+01
y_rep[33] 1.414231e+01 1.423653e+01 1.453204e+01
y_rep[34] 1.393505e+01 1.402586e+01 1.432781e+01
y_rep[35] 1.322617e+01 1.331568e+01 1.357482e+01
y_rep[36] 1.316891e+01 1.326096e+01 1.354632e+01
y_rep[37] 1.360616e+01 1.369413e+01 1.401250e+01
y_rep[38] 1.481367e+01 1.490313e+01 1.517544e+01
y_rep[39] 1.522146e+01 1.531483e+01 1.562690e+01
y_rep[40] 1.478667e+01 1.486979e+01 1.519724e+01
y_rep[41] 1.468743e+01 1.477694e+01 1.507409e+01
y_rep[42] 1.489592e+01 1.498768e+01 1.530288e+01
y_rep[43] 1.475114e+01 1.484228e+01 1.514359e+01
y_rep[44] 1.522537e+01 1.531689e+01 1.557567e+01
y_rep[45] 1.463367e+01 1.472354e+01 1.501239e+01
y_rep[46] 1.376979e+01 1.385540e+01 1.411964e+01
y_rep[47] 1.360455e+01 1.369677e+01 1.398931e+01
y_rep[48] 1.379884e+01 1.389113e+01 1.420495e+01
y_rep[49] 1.450611e+01 1.459824e+01 1.489136e+01
y_rep[50] 1.493360e+01 1.502679e+01 1.535479e+01
y_rep[51] 1.500930e+01 1.509920e+01 1.537436e+01
y_rep[52] 1.439826e+01 1.449522e+01 1.475912e+01
y_rep[53] 1.423875e+01 1.432739e+01 1.464460e+01
y_rep[54] 1.432242e+01 1.441459e+01 1.472634e+01
y_rep[55] 1.424070e+01 1.433010e+01 1.467086e+01
y_rep[56] 1.432266e+01 1.441675e+01 1.469417e+01
y_rep[57] 1.450499e+01 1.459982e+01 1.487160e+01
y_rep[58] 1.471631e+01 1.480759e+01 1.509212e+01
y_rep[59] 1.411770e+01 1.420634e+01 1.453371e+01
y_rep[60] 1.394725e+01 1.403806e+01 1.434183e+01
y_rep[61] 1.308345e+01 1.317325e+01 1.351429e+01
y_rep[62] 1.303326e+01 1.312552e+01 1.341564e+01
y_rep[63] 1.416652e+01 1.425538e+01 1.455933e+01
y_rep[64] 1.398389e+01 1.406617e+01 1.436540e+01
y_rep[65] 1.358507e+01 1.367433e+01 1.395289e+01
y_rep[66] 1.328315e+01 1.336681e+01 1.367938e+01
y_rep[67] 1.339021e+01 1.348270e+01 1.376163e+01
y_rep[68] 1.356014e+01 1.365543e+01 1.396720e+01
y_rep[69] 1.386764e+01 1.396252e+01 1.427535e+01
y_rep[70] 1.403395e+01 1.412386e+01 1.443266e+01
y_rep[71] 1.381608e+01 1.391090e+01 1.422951e+01
y_rep[72] 1.290386e+01 1.299872e+01 1.333424e+01
y_rep[73] 1.235235e+01 1.244426e+01 1.274669e+01
y_rep[74] 1.225841e+01 1.234721e+01 1.259166e+01
y_rep[75] 1.218741e+01 1.227516e+01 1.255978e+01
y_rep[76] 1.292360e+01 1.301225e+01 1.332057e+01
y_rep[77] 1.295043e+01 1.303631e+01 1.334705e+01
y_rep[78] 1.285858e+01 1.295523e+01 1.322110e+01
y_rep[79] 1.240148e+01 1.248836e+01 1.281996e+01
y_rep[80] 1.238053e+01 1.247182e+01 1.280103e+01
y_rep[81] 1.234057e+01 1.244176e+01 1.276646e+01
y_rep[82] 1.248963e+01 1.257938e+01 1.289690e+01
y_rep[83] 1.269126e+01 1.278682e+01 1.311830e+01
y_rep[84] 1.295383e+01 1.303968e+01 1.331017e+01
y_rep[85] 1.261495e+01 1.270750e+01 1.302875e+01
y_rep[86] 1.209512e+01 1.218705e+01 1.250460e+01
y_rep[87] 1.283496e+01 1.292694e+01 1.326689e+01
y_rep[88] 1.311593e+01 1.320964e+01 1.349811e+01
y_rep[89] 1.308062e+01 1.317619e+01 1.343837e+01
y_rep[90] 1.379868e+01 1.388750e+01 1.419302e+01
y_rep[91] 1.380747e+01 1.390196e+01 1.419866e+01
y_rep[92] 1.345773e+01 1.354097e+01 1.377849e+01
y_rep[93] 1.314268e+01 1.322844e+01 1.350556e+01
y_rep[94] 1.337694e+01 1.347551e+01 1.378979e+01
y_rep[95] 1.338260e+01 1.347442e+01 1.378268e+01
y_rep[96] 1.359229e+01 1.368298e+01 1.401002e+01
y_rep[97] 1.374675e+01 1.382989e+01 1.409269e+01
y_rep[98] 1.349574e+01 1.358526e+01 1.391262e+01
y_rep[99] 1.303326e+01 1.311946e+01 1.339583e+01
y_rep[100] 1.280157e+01 1.288942e+01 1.323583e+01
y_rep[101] 1.278654e+01 1.287357e+01 1.318825e+01
y_rep[102] 1.318976e+01 1.328224e+01 1.357653e+01
y_rep[103] 1.414398e+01 1.422986e+01 1.452802e+01
y_rep[104] 1.369634e+01 1.378035e+01 1.407152e+01
y_rep[105] 1.346908e+01 1.356021e+01 1.389906e+01
y_rep[106] 1.336798e+01 1.345471e+01 1.380923e+01
y_rep[107] 1.288386e+01 1.297098e+01 1.325198e+01
y_rep[108] 1.294370e+01 1.303673e+01 1.336827e+01
y_rep[109] 1.347738e+01 1.356335e+01 1.388128e+01
y_rep[110] 1.340804e+01 1.349628e+01 1.382897e+01
y_rep[111] 1.285714e+01 1.294586e+01 1.324098e+01
y_rep[112] 1.279289e+01 1.288462e+01 1.316480e+01
y_rep[113] 1.187671e+01 1.197109e+01 1.222630e+01
y_rep[114] 1.138422e+01 1.147876e+01 1.186562e+01
y_rep[115] 1.157517e+01 1.167223e+01 1.199174e+01
y_rep[116] 1.209560e+01 1.218433e+01 1.245357e+01
y_rep[117] 1.208138e+01 1.217714e+01 1.247921e+01
y_rep[118] 1.167047e+01 1.175631e+01 1.202185e+01
y_rep[119] 1.154754e+01 1.164012e+01 1.197528e+01
y_rep[120] 1.119667e+01 1.128116e+01 1.157527e+01
y_rep[121] 1.117302e+01 1.126190e+01 1.154438e+01
y_rep[122] 1.161549e+01 1.170785e+01 1.201835e+01
y_rep[123] 1.198282e+01 1.207528e+01 1.238063e+01
y_rep[124] 1.208590e+01 1.217670e+01 1.246207e+01
y_rep[125] 1.197564e+01 1.206526e+01 1.236535e+01
y_rep[126] 1.147149e+01 1.156630e+01 1.182563e+01
y_rep[127] 1.111295e+01 1.120822e+01 1.152259e+01
y_rep[128] 1.123060e+01 1.133221e+01 1.162496e+01
y_rep[129] 1.129550e+01 1.137577e+01 1.167529e+01
y_rep[130] 1.147855e+01 1.156777e+01 1.187594e+01
y_rep[131] 1.143694e+01 1.152360e+01 1.179455e+01
y_rep[132] 1.086467e+01 1.095802e+01 1.127682e+01
y_rep[133] 1.056481e+01 1.065850e+01 1.100144e+01
y_rep[134] 1.069615e+01 1.078335e+01 1.110696e+01
y_rep[135] 1.090864e+01 1.099408e+01 1.129470e+01
y_rep[136] 1.077962e+01 1.086346e+01 1.111020e+01
y_rep[137] 1.153760e+01 1.162146e+01 1.192492e+01
y_rep[138] 1.150452e+01 1.159875e+01 1.193587e+01
y_rep[139] 1.108070e+01 1.116663e+01 1.148250e+01
y_rep[140] 1.081021e+01 1.090373e+01 1.116770e+01
y_rep[141] 1.164557e+01 1.173691e+01 1.200885e+01
y_rep[142] 1.124118e+01 1.132889e+01 1.163745e+01
y_rep[143] 1.135902e+01 1.144963e+01 1.170742e+01
y_rep[144] 1.129428e+01 1.138654e+01 1.167806e+01
y_rep[145] 1.052615e+01 1.061752e+01 1.092088e+01
y_rep[146] 1.024799e+01 1.033685e+01 1.067018e+01
y_rep[147] 1.028605e+01 1.037125e+01 1.065712e+01
y_rep[148] 1.064840e+01 1.074587e+01 1.101215e+01
y_rep[149] 1.057895e+01 1.066635e+01 1.094398e+01
y_rep[150] 1.085401e+01 1.093937e+01 1.127439e+01
y_rep[151] 1.070945e+01 1.079963e+01 1.111545e+01
y_rep[152] 1.065637e+01 1.075096e+01 1.106916e+01
y_rep[153] 1.019121e+01 1.027353e+01 1.062262e+01
y_rep[154] 1.002875e+01 1.011627e+01 1.038785e+01
y_rep[155] 1.019423e+01 1.028748e+01 1.057068e+01
y_rep[156] 1.090572e+01 1.100579e+01 1.135800e+01
y_rep[157] 1.118269e+01 1.127302e+01 1.155621e+01
y_rep[158] 1.132518e+01 1.141915e+01 1.173487e+01
y_rep[159] 1.117842e+01 1.126812e+01 1.159051e+01
y_rep[160] 1.044837e+01 1.054787e+01 1.085282e+01
y_rep[161] 1.027770e+01 1.037327e+01 1.066967e+01
y_rep[162] 1.077759e+01 1.086784e+01 1.117941e+01
y_rep[163] 1.089441e+01 1.099371e+01 1.131672e+01
y_rep[164] 1.084330e+01 1.093344e+01 1.119530e+01
y_rep[165] 1.080240e+01 1.088892e+01 1.119907e+01
y_rep[166] 1.092945e+01 1.101525e+01 1.127598e+01
y_rep[167] 1.072513e+01 1.082177e+01 1.111937e+01
y_rep[168] 1.062202e+01 1.071003e+01 1.097432e+01
y_rep[169] 1.329268e+01 1.338975e+01 1.367228e+01
y_rep[170] 1.747927e+01 1.759224e+01 1.789761e+01
y_rep[171] 1.648706e+01 1.658565e+01 1.691965e+01
y_rep[172] 1.667201e+01 1.676086e+01 1.707301e+01
y_rep[173] 1.692541e+01 1.701174e+01 1.731741e+01
y_rep[174] 1.699765e+01 1.708931e+01 1.739474e+01
y_rep[175] 1.758159e+01 1.767378e+01 1.798793e+01
y_rep[176] 1.787143e+01 1.796359e+01 1.822204e+01
y_rep[177] 1.723140e+01 1.732428e+01 1.760612e+01
y_rep[178] 1.739943e+01 1.749033e+01 1.784526e+01
y_rep[179] 1.761678e+01 1.771407e+01 1.802509e+01
y_rep[180] 1.736771e+01 1.745797e+01 1.770014e+01
y_rep[181] 1.719898e+01 1.729572e+01 1.759588e+01
y_rep[182] 1.725618e+01 1.734670e+01 1.761623e+01
y_rep[183] 1.688398e+01 1.697409e+01 1.723747e+01
y_rep[184] 1.732897e+01 1.741954e+01 1.769343e+01
y_rep[185] 1.751961e+01 1.759869e+01 1.794050e+01
y_rep[186] 1.709325e+01 1.718296e+01 1.748459e+01
y_rep[187] 1.712156e+01 1.721682e+01 1.754265e+01
y_rep[188] 1.709270e+01 1.718249e+01 1.749212e+01
y_rep[189] 1.754321e+01 1.763543e+01 1.791920e+01
y_rep[190] 1.767381e+01 1.776077e+01 1.802332e+01
y_rep[191] 1.870947e+01 1.879708e+01 1.913411e+01
y_rep[192] 1.725778e+01 1.735732e+01 1.768619e+01
y_rep[193] 1.433346e+01 1.442570e+01 1.471398e+01
y_rep[194] 1.420341e+01 1.429759e+01 1.460044e+01
y_rep[195] 1.381748e+01 1.390858e+01 1.424321e+01
y_rep[196] 1.312844e+01 1.322157e+01 1.349109e+01
y_rep[197] 1.291428e+01 1.300171e+01 1.331193e+01
y_rep[198] 1.321754e+01 1.330549e+01 1.362379e+01
y_rep[199] 1.394895e+01 1.404171e+01 1.433538e+01
y_rep[200] 1.391549e+01 1.401162e+01 1.435383e+01
y_rep[201] 1.362948e+01 1.371518e+01 1.400413e+01
y_rep[202] 1.316661e+01 1.325568e+01 1.351844e+01
y_rep[203] 1.304231e+01 1.312960e+01 1.342931e+01
y_rep[204] 1.440934e+01 1.450332e+01 1.476203e+01
y_rep[205] 1.553409e+01 1.562559e+01 1.593289e+01
y_rep[206] 1.546382e+01 1.555733e+01 1.589640e+01
y_rep[207] 1.514351e+01 1.522639e+01 1.552244e+01
y_rep[208] 1.517285e+01 1.526555e+01 1.561428e+01
y_rep[209] 1.474528e+01 1.483335e+01 1.510699e+01
y_rep[210] 1.478892e+01 1.488537e+01 1.518042e+01
y_rep[211] 1.482997e+01 1.492448e+01 1.520383e+01
y_rep[212] 1.494064e+01 1.502695e+01 1.530048e+01
y_rep[213] 1.445602e+01 1.454383e+01 1.481426e+01
y_rep[214] 1.406660e+01 1.415360e+01 1.442850e+01
y_rep[215] 1.364368e+01 1.373762e+01 1.403306e+01
y_rep[216] 1.344064e+01 1.353523e+01 1.380690e+01
y_rep[217] 1.355301e+01 1.364321e+01 1.396498e+01
y_rep[218] 1.407831e+01 1.417417e+01 1.445361e+01
y_rep[219] 1.435331e+01 1.444887e+01 1.472856e+01
y_rep[220] 1.419683e+01 1.428272e+01 1.459300e+01
y_rep[221] 1.374989e+01 1.384297e+01 1.415191e+01
y_rep[222] 1.313615e+01 1.322395e+01 1.352945e+01
y_rep[223] 1.317296e+01 1.325709e+01 1.357214e+01
y_rep[224] 1.316905e+01 1.326520e+01 1.358476e+01
y_rep[225] 1.360876e+01 1.369278e+01 1.396544e+01
y_rep[226] 1.327926e+01 1.337616e+01 1.371181e+01
y_rep[227] 1.270854e+01 1.280509e+01 1.314503e+01
y_rep[228] 1.193977e+01 1.203735e+01 1.231736e+01
y_rep[229] 1.172050e+01 1.181626e+01 1.213363e+01
y_rep[230] 1.150185e+01 1.159624e+01 1.186103e+01
y_rep[231] 1.164317e+01 1.173443e+01 1.197991e+01
y_rep[232] 1.261542e+01 1.270482e+01 1.307097e+01
y_rep[233] 1.260316e+01 1.269858e+01 1.299503e+01
y_rep[234] 1.213776e+01 1.222847e+01 1.249147e+01
y_rep[235] 1.235912e+01 1.245110e+01 1.276517e+01
y_rep[236] 1.259543e+01 1.269097e+01 1.298327e+01
y_rep[237] 1.265430e+01 1.274497e+01 1.305244e+01
y_rep[238] 1.260925e+01 1.270414e+01 1.303525e+01
y_rep[239] 1.347516e+01 1.356519e+01 1.385031e+01
y_rep[240] 1.403811e+01 1.412533e+01 1.441781e+01
y_rep[241] 1.352428e+01 1.361120e+01 1.390449e+01
y_rep[242] 1.345372e+01 1.354647e+01 1.379106e+01
y_rep[243] 1.351641e+01 1.361013e+01 1.393852e+01
y_rep[244] 1.355486e+01 1.364516e+01 1.395204e+01
y_rep[245] 1.386281e+01 1.394923e+01 1.427377e+01
y_rep[246] 1.445234e+01 1.454290e+01 1.488161e+01
y_rep[247] 1.406202e+01 1.414806e+01 1.442006e+01
y_rep[248] 1.369224e+01 1.378456e+01 1.410038e+01
y_rep[249] 1.383477e+01 1.392978e+01 1.421827e+01
y_rep[250] 1.353455e+01 1.362239e+01 1.391306e+01
y_rep[251] 1.414710e+01 1.423564e+01 1.452897e+01
y_rep[252] 1.453399e+01 1.462065e+01 1.491241e+01
y_rep[253] 1.455837e+01 1.465352e+01 1.498813e+01
y_rep[254] 1.414329e+01 1.423619e+01 1.449882e+01
y_rep[255] 1.373377e+01 1.383122e+01 1.411957e+01
y_rep[256] 1.370299e+01 1.379716e+01 1.409822e+01
y_rep[257] 1.395144e+01 1.404340e+01 1.437023e+01
y_rep[258] 1.393949e+01 1.403169e+01 1.438982e+01
y_rep[259] 1.361571e+01 1.370989e+01 1.402748e+01
y_rep[260] 1.359406e+01 1.368404e+01 1.400327e+01
y_rep[261] 1.351498e+01 1.360108e+01 1.391032e+01
y_rep[262] 1.241076e+01 1.249966e+01 1.277844e+01
y_rep[263] 1.212376e+01 1.221427e+01 1.249288e+01
y_rep[264] 1.236784e+01 1.246160e+01 1.274737e+01
y_rep[265] 1.245543e+01 1.254822e+01 1.281695e+01
y_rep[266] 1.343874e+01 1.352828e+01 1.384791e+01
y_rep[267] 1.316709e+01 1.326752e+01 1.357599e+01
y_rep[268] 1.271046e+01 1.280317e+01 1.313558e+01
y_rep[269] 1.258421e+01 1.266914e+01 1.300604e+01
y_rep[270] 1.303321e+01 1.313550e+01 1.339909e+01
y_rep[271] 1.353762e+01 1.362755e+01 1.392609e+01
y_rep[272] 1.375286e+01 1.384823e+01 1.417450e+01
y_rep[273] 1.356489e+01 1.365767e+01 1.396911e+01
y_rep[274] 1.346829e+01 1.355286e+01 1.385769e+01
y_rep[275] 1.281223e+01 1.290471e+01 1.323527e+01
y_rep[276] 1.266124e+01 1.274994e+01 1.307259e+01
y_rep[277] 1.269693e+01 1.278395e+01 1.305910e+01
y_rep[278] 1.287110e+01 1.297190e+01 1.326674e+01
y_rep[279] 1.285294e+01 1.294300e+01 1.324341e+01
y_rep[280] 1.292187e+01 1.301447e+01 1.327731e+01
y_rep[281] 1.281015e+01 1.289534e+01 1.319253e+01
y_rep[282] 1.262645e+01 1.271558e+01 1.304510e+01
y_rep[283] 1.324326e+01 1.333743e+01 1.365042e+01
y_rep[284] 1.307357e+01 1.315631e+01 1.345168e+01
y_rep[285] 1.358056e+01 1.367140e+01 1.396817e+01
y_rep[286] 1.368638e+01 1.377651e+01 1.404427e+01
y_rep[287] 1.349176e+01 1.358563e+01 1.393401e+01
y_rep[288] 1.320484e+01 1.329511e+01 1.362479e+01
y_rep[289] 1.282797e+01 1.292382e+01 1.326216e+01
y_rep[290] 1.273538e+01 1.281913e+01 1.313594e+01
y_rep[291] 1.289963e+01 1.299392e+01 1.330720e+01
y_rep[292] 1.305752e+01 1.315603e+01 1.340764e+01
y_rep[293] 1.280868e+01 1.289731e+01 1.318350e+01
y_rep[294] 1.264183e+01 1.273641e+01 1.304702e+01
y_rep[295] 1.295209e+01 1.305337e+01 1.337550e+01
y_rep[296] 1.346978e+01 1.355617e+01 1.385109e+01
y_rep[297] 1.316792e+01 1.326897e+01 1.356111e+01
y_rep[298] 1.451822e+01 1.460723e+01 1.489049e+01
y_rep[299] 1.465008e+01 1.474237e+01 1.505682e+01
y_rep[300] 1.494030e+01 1.501615e+01 1.531093e+01
y_rep[301] 1.488634e+01 1.497964e+01 1.526968e+01
y_rep[302] 1.487966e+01 1.498523e+01 1.530161e+01
y_rep[303] 1.478065e+01 1.487350e+01 1.518285e+01
y_rep[304] 1.488181e+01 1.497357e+01 1.527565e+01
y_rep[305] 1.486306e+01 1.494573e+01 1.527824e+01
y_rep[306] 1.461495e+01 1.471165e+01 1.507873e+01
y_rep[307] 1.463207e+01 1.472958e+01 1.499656e+01
y_rep[308] 1.462155e+01 1.470976e+01 1.497780e+01
y_rep[309] 1.555361e+01 1.564319e+01 1.595871e+01
y_rep[310] 1.601132e+01 1.610904e+01 1.644912e+01
y_rep[311] 1.575960e+01 1.585210e+01 1.617713e+01
y_rep[312] 1.570289e+01 1.579141e+01 1.606405e+01
y_rep[313] 1.585705e+01 1.594517e+01 1.625680e+01
y_rep[314] 1.569312e+01 1.578493e+01 1.609028e+01
y_rep[315] 1.535524e+01 1.544058e+01 1.574915e+01
y_rep[316] 1.522887e+01 1.531600e+01 1.565288e+01
y_rep[317] 1.490846e+01 1.499382e+01 1.529403e+01
y_rep[318] 1.471060e+01 1.480643e+01 1.504014e+01
y_rep[319] 1.481659e+01 1.490300e+01 1.523452e+01
y_rep[320] 1.406985e+01 1.414983e+01 1.444280e+01
y_rep[321] 1.314757e+01 1.323407e+01 1.356690e+01
y_rep[322] 1.308202e+01 1.317567e+01 1.347210e+01
y_rep[323] 1.258710e+01 1.267917e+01 1.298156e+01
y_rep[324] 1.282696e+01 1.291670e+01 1.321314e+01
y_rep[325] 1.313136e+01 1.322301e+01 1.354796e+01
y_rep[326] 1.325508e+01 1.334371e+01 1.365480e+01
y_rep[327] 1.356766e+01 1.365514e+01 1.401592e+01
y_rep[328] 1.349219e+01 1.358351e+01 1.389750e+01
y_rep[329] 1.352305e+01 1.360913e+01 1.392584e+01
y_rep[330] 1.354856e+01 1.364232e+01 1.395763e+01
y_rep[331] 1.357387e+01 1.366820e+01 1.400697e+01
y_rep[332] 1.289550e+01 1.298163e+01 1.328252e+01
y_rep[333] 1.346697e+01 1.356123e+01 1.383416e+01
y_rep[334] 1.361967e+01 1.370570e+01 1.397782e+01
y_rep[335] 1.341094e+01 1.349982e+01 1.381494e+01
y_rep[336] 1.320789e+01 1.330568e+01 1.362646e+01
y_rep[337] 1.317346e+01 1.326268e+01 1.360086e+01
y_rep[338] 1.369698e+01 1.379075e+01 1.405467e+01
y_rep[339] 1.387974e+01 1.397281e+01 1.428894e+01
y_rep[340] 1.415286e+01 1.424394e+01 1.456593e+01
y_rep[341] 1.381730e+01 1.390667e+01 1.418372e+01
y_rep[342] 1.394969e+01 1.404416e+01 1.436808e+01
y_rep[343] 1.422365e+01 1.431334e+01 1.455428e+01
y_rep[344] 1.402621e+01 1.411987e+01 1.440207e+01
y_rep[345] 1.425917e+01 1.434746e+01 1.460080e+01
y_rep[346] 1.452753e+01 1.462111e+01 1.491299e+01
y_rep[347] 1.406017e+01 1.414971e+01 1.444270e+01
y_rep[348] 1.399250e+01 1.408626e+01 1.442724e+01
y_rep[349] 1.380938e+01 1.389659e+01 1.416890e+01
y_rep[350] 1.389363e+01 1.398892e+01 1.427820e+01
y_rep[351] 1.398848e+01 1.407714e+01 1.441756e+01
y_rep[352] 1.444967e+01 1.453056e+01 1.484301e+01
y_rep[353] 1.447478e+01 1.456789e+01 1.487498e+01
y_rep[354] 1.532476e+01 1.541380e+01 1.570859e+01
y_rep[355] 1.535375e+01 1.544429e+01 1.575454e+01
y_rep[356] 1.540063e+01 1.548510e+01 1.577376e+01
y_rep[357] 1.734281e+01 1.744400e+01 1.779167e+01
y_rep[358] 1.907052e+01 1.915419e+01 1.943775e+01
y_rep[359] 1.821239e+01 1.829748e+01 1.857507e+01
y_rep[360] 1.902988e+01 1.912200e+01 1.947965e+01
y_rep[361] 1.897576e+01 1.906432e+01 1.931390e+01
y_rep[362] 1.908694e+01 1.917235e+01 1.949497e+01
y_rep[363] 2.007705e+01 2.017567e+01 2.049112e+01
y_rep[364] 2.046570e+01 2.055860e+01 2.089609e+01
y_rep[365] 2.008471e+01 2.017175e+01 2.046669e+01
y_rep[366] 2.030870e+01 2.039514e+01 2.069574e+01
y_rep[367] 2.105514e+01 2.114703e+01 2.140009e+01
y_rep[368] 2.094968e+01 2.103600e+01 2.127888e+01
y_rep[369] 2.142703e+01 2.152700e+01 2.183289e+01
y_rep[370] 2.180710e+01 2.190391e+01 2.218951e+01
y_rep[371] 2.136581e+01 2.145469e+01 2.174865e+01
y_rep[372] 2.195476e+01 2.204791e+01 2.229816e+01
y_rep[373] 2.218657e+01 2.227557e+01 2.256738e+01
y_rep[374] 2.191781e+01 2.201333e+01 2.230582e+01
y_rep[375] 2.195434e+01 2.204542e+01 2.236615e+01
y_rep[376] 2.205739e+01 2.215683e+01 2.243891e+01
y_rep[377] 2.195349e+01 2.203692e+01 2.234505e+01
y_rep[378] 2.189621e+01 2.198534e+01 2.229547e+01
y_rep[379] 2.157429e+01 2.166239e+01 2.196630e+01
y_rep[380] 1.954263e+01 1.963930e+01 1.993324e+01
y_rep[381] 1.995815e+01 2.005246e+01 2.033757e+01
y_rep[382] 2.066510e+01 2.074759e+01 2.107736e+01
y_rep[383] 2.030483e+01 2.039882e+01 2.068051e+01
y_rep[384] 1.999177e+01 2.008936e+01 2.034279e+01
y_rep[385] 1.979270e+01 1.988597e+01 2.015537e+01
y_rep[386] 1.935349e+01 1.944543e+01 1.973818e+01
y_rep[387] 1.985023e+01 1.994122e+01 2.022406e+01
y_rep[388] 2.034765e+01 2.043995e+01 2.079988e+01
y_rep[389] 2.001109e+01 2.011314e+01 2.043250e+01
y_rep[390] 1.947259e+01 1.956374e+01 1.989470e+01
y_rep[391] 1.928514e+01 1.937187e+01 1.967021e+01
y_rep[392] 1.859340e+01 1.868798e+01 1.900258e+01
y_rep[393] 1.892446e+01 1.900938e+01 1.927723e+01
y_rep[394] 1.894623e+01 1.903024e+01 1.934504e+01
y_rep[395] 1.858803e+01 1.867862e+01 1.894618e+01
y_rep[396] 1.810236e+01 1.819292e+01 1.849063e+01
y_rep[397] 1.802311e+01 1.812611e+01 1.849329e+01
y_rep[398] 1.802414e+01 1.811738e+01 1.838860e+01
y_rep[399] 1.790301e+01 1.798656e+01 1.831740e+01
y_rep[400] 1.750061e+01 1.759326e+01 1.790380e+01
y_rep[401] 1.769533e+01 1.778615e+01 1.807121e+01
y_rep[402] 1.757172e+01 1.766479e+01 1.793330e+01
y_rep[403] 1.727248e+01 1.736114e+01 1.762245e+01
y_rep[404] 1.674903e+01 1.684211e+01 1.711046e+01
y_rep[405] 1.595352e+01 1.603809e+01 1.635611e+01
y_rep[406] 1.608898e+01 1.618727e+01 1.649996e+01
y_rep[407] 1.639095e+01 1.648484e+01 1.678364e+01
y_rep[408] 1.621548e+01 1.630117e+01 1.660904e+01
y_rep[409] 1.595389e+01 1.603871e+01 1.633159e+01
y_rep[410] 1.537718e+01 1.546233e+01 1.578141e+01
y_rep[411] 1.515228e+01 1.524842e+01 1.554806e+01
y_rep[412] 1.532214e+01 1.541049e+01 1.569738e+01
y_rep[413] 1.532423e+01 1.540647e+01 1.567492e+01
y_rep[414] 1.503739e+01 1.512053e+01 1.543212e+01
y_rep[415] 1.497868e+01 1.506403e+01 1.541806e+01
y_rep[416] 1.511849e+01 1.520844e+01 1.546349e+01
y_rep[417] 1.482543e+01 1.492056e+01 1.524847e+01
y_rep[418] 1.506393e+01 1.516195e+01 1.545929e+01
y_rep[419] 1.606563e+01 1.616190e+01 1.653169e+01
y_rep[420] 1.586025e+01 1.594778e+01 1.625621e+01
y_rep[421] 1.565385e+01 1.574615e+01 1.607373e+01
y_rep[422] 1.527713e+01 1.536691e+01 1.569861e+01
y_rep[423] 1.492633e+01 1.501051e+01 1.532679e+01
y_rep[424] 1.543075e+01 1.552636e+01 1.588268e+01
y_rep[425] 1.589796e+01 1.598384e+01 1.627193e+01
y_rep[426] 1.588670e+01 1.598091e+01 1.630089e+01
y_rep[427] 1.590252e+01 1.598482e+01 1.628604e+01
y_rep[428] 1.601883e+01 1.611295e+01 1.642389e+01
y_rep[429] 1.572691e+01 1.581620e+01 1.616437e+01
y_rep[430] 1.580115e+01 1.588753e+01 1.616759e+01
y_rep[431] 1.612507e+01 1.622162e+01 1.650511e+01
y_rep[432] 1.591911e+01 1.601160e+01 1.628341e+01
y_rep[433] 1.618558e+01 1.627578e+01 1.659657e+01
y_rep[434] 1.646383e+01 1.655701e+01 1.689072e+01
y_rep[435] 1.618093e+01 1.626789e+01 1.659210e+01
y_rep[436] 1.590057e+01 1.599078e+01 1.627533e+01
y_rep[437] 1.631087e+01 1.639919e+01 1.671403e+01
y_rep[438] 1.591378e+01 1.600342e+01 1.629177e+01
y_rep[439] 1.571766e+01 1.581430e+01 1.616788e+01
y_rep[440] 1.576649e+01 1.584809e+01 1.615439e+01
y_rep[441] 1.563929e+01 1.572118e+01 1.602036e+01
y_rep[442] 1.527677e+01 1.536714e+01 1.568656e+01
y_rep[443] 1.550681e+01 1.559656e+01 1.590782e+01
y_rep[444] 1.517523e+01 1.526464e+01 1.559559e+01
y_rep[445] 1.512220e+01 1.521288e+01 1.553562e+01
y_rep[446] 1.572561e+01 1.582942e+01 1.616782e+01
y_rep[447] 1.568021e+01 1.577496e+01 1.612096e+01
y_rep[448] 1.470675e+01 1.479565e+01 1.516294e+01
y_rep[449] 1.487163e+01 1.495779e+01 1.525148e+01
y_rep[450] 1.466810e+01 1.476323e+01 1.506113e+01
y_rep[451] 1.443429e+01 1.452533e+01 1.480097e+01
y_rep[452] 1.434551e+01 1.443770e+01 1.475248e+01
y_rep[453] 1.399108e+01 1.407337e+01 1.438942e+01
y_rep[454] 1.362843e+01 1.371984e+01 1.402183e+01
y_rep[455] 1.482953e+01 1.491897e+01 1.524873e+01
y_rep[456] 1.488946e+01 1.496821e+01 1.523213e+01
y_rep[457] 1.473174e+01 1.481823e+01 1.515314e+01
y_rep[458] 1.486353e+01 1.495688e+01 1.525126e+01
y_rep[459] 1.494549e+01 1.503903e+01 1.532269e+01
y_rep[460] 1.445028e+01 1.453714e+01 1.488582e+01
y_rep[461] 1.481369e+01 1.491240e+01 1.522367e+01
y_rep[462] 1.456343e+01 1.465672e+01 1.492416e+01
y_rep[463] 1.414130e+01 1.423158e+01 1.451315e+01
y_rep[464] 1.412366e+01 1.420468e+01 1.447584e+01
y_rep[465] 1.384001e+01 1.393184e+01 1.422977e+01
y_rep[466] 1.384667e+01 1.393513e+01 1.423508e+01
y_rep[467] 1.541874e+01 1.551339e+01 1.580993e+01
y_rep[468] 1.505601e+01 1.515213e+01 1.541712e+01
y_rep[469] 1.524644e+01 1.533127e+01 1.561407e+01
y_rep[470] 1.569984e+01 1.579501e+01 1.614578e+01
y_rep[471] 1.597319e+01 1.607026e+01 1.639223e+01
y_rep[472] 1.561987e+01 1.571304e+01 1.600594e+01
y_rep[473] 1.909393e+01 1.918168e+01 1.950058e+01
y_rep[474] 2.212374e+01 2.221172e+01 2.250412e+01
y_rep[475] 2.178862e+01 2.188002e+01 2.216754e+01
y_rep[476] 2.182835e+01 2.192004e+01 2.223566e+01
y_rep[477] 2.157559e+01 2.166765e+01 2.197587e+01
y_rep[478] 2.061071e+01 2.070562e+01 2.101889e+01
y_rep[479] 2.144051e+01 2.154109e+01 2.187082e+01
y_rep[480] 2.124551e+01 2.133760e+01 2.166221e+01
y_rep[481] 2.108878e+01 2.117648e+01 2.146705e+01
y_rep[482] 2.101227e+01 2.110857e+01 2.141595e+01
y_rep[483] 2.128123e+01 2.137025e+01 2.167774e+01
y_rep[484] 2.132787e+01 2.142193e+01 2.171044e+01
y_rep[485] 2.159611e+01 2.169467e+01 2.211140e+01
y_rep[486] 2.179042e+01 2.189166e+01 2.221494e+01
y_rep[487] 2.141420e+01 2.150442e+01 2.184032e+01
y_rep[488] 2.239275e+01 2.248603e+01 2.280238e+01
y_rep[489] 2.216875e+01 2.225763e+01 2.258070e+01
y_rep[490] 2.145357e+01 2.154332e+01 2.182777e+01
y_rep[491] 2.150965e+01 2.159847e+01 2.189029e+01
y_rep[492] 2.119480e+01 2.128607e+01 2.156530e+01
y_rep[493] 2.076935e+01 2.086079e+01 2.114749e+01
y_rep[494] 2.113173e+01 2.122351e+01 2.152756e+01
y_rep[495] 2.098579e+01 2.107377e+01 2.136420e+01
y_rep[496] 1.907223e+01 1.917122e+01 1.944512e+01
y_rep[497] 1.584700e+01 1.594245e+01 1.625455e+01
y_rep[498] 1.643640e+01 1.652885e+01 1.689773e+01
y_rep[499] 1.663518e+01 1.673898e+01 1.702730e+01
y_rep[500] 1.570080e+01 1.579450e+01 1.608226e+01
y_rep[501] 1.585256e+01 1.594435e+01 1.622487e+01
y_rep[502] 1.544262e+01 1.553471e+01 1.580388e+01
y_rep[503] 1.563861e+01 1.572478e+01 1.600902e+01
y_rep[504] 1.565296e+01 1.574779e+01 1.604580e+01
y_rep[505] 1.526856e+01 1.535627e+01 1.566297e+01
y_rep[506] 1.494332e+01 1.503386e+01 1.534081e+01
y_rep[507] 1.477827e+01 1.486403e+01 1.515622e+01
y_rep[508] 1.419344e+01 1.428246e+01 1.455444e+01
y_rep[509] 1.448955e+01 1.458536e+01 1.486718e+01
y_rep[510] 1.414017e+01 1.423494e+01 1.452882e+01
y_rep[511] 1.356629e+01 1.365842e+01 1.393942e+01
y_rep[512] 1.369980e+01 1.379756e+01 1.409828e+01
y_rep[513] 1.326334e+01 1.335586e+01 1.365194e+01
y_rep[514] 1.284607e+01 1.293726e+01 1.322099e+01
y_rep[515] 1.287745e+01 1.297122e+01 1.325978e+01
y_rep[516] 1.320218e+01 1.329606e+01 1.362385e+01
y_rep[517] 1.282123e+01 1.291023e+01 1.323204e+01
y_rep[518] 1.302926e+01 1.311729e+01 1.337570e+01
y_rep[519] 1.298585e+01 1.307469e+01 1.334983e+01
y_rep[520] 1.238165e+01 1.246835e+01 1.273100e+01
y_rep[521] 1.269995e+01 1.279130e+01 1.309615e+01
y_rep[522] 1.256730e+01 1.264814e+01 1.295914e+01
y_rep[523] 1.233845e+01 1.244118e+01 1.274225e+01
y_rep[524] 1.219156e+01 1.227557e+01 1.256588e+01
y_rep[525] 1.229887e+01 1.239127e+01 1.269903e+01
y_rep[526] 1.179202e+01 1.188624e+01 1.217740e+01
y_rep[527] 1.172805e+01 1.181878e+01 1.211205e+01
y_rep[528] 1.224855e+01 1.233813e+01 1.263609e+01
y_rep[529] 1.199576e+01 1.208776e+01 1.238243e+01
y_rep[530] 1.229894e+01 1.238545e+01 1.266702e+01
y_rep[531] 1.210229e+01 1.219619e+01 1.247483e+01
y_rep[532] 1.146686e+01 1.154986e+01 1.185474e+01
y_rep[533] 1.171377e+01 1.181168e+01 1.211568e+01
y_rep[534] 1.186912e+01 1.196284e+01 1.228220e+01
y_rep[535] 1.166974e+01 1.175914e+01 1.210562e+01
y_rep[536] 1.266803e+01 1.276347e+01 1.310094e+01
y_rep[537] 1.226616e+01 1.235887e+01 1.267772e+01
y_rep[538] 1.182238e+01 1.191635e+01 1.224383e+01
y_rep[539] 1.187342e+01 1.196358e+01 1.225357e+01
y_rep[540] 1.155744e+01 1.163969e+01 1.194845e+01
y_rep[541] 1.149704e+01 1.159149e+01 1.184804e+01
y_rep[542] 1.158682e+01 1.167874e+01 1.195997e+01
y_rep[543] 1.133829e+01 1.143102e+01 1.175416e+01
y_rep[544] 1.114286e+01 1.123517e+01 1.162816e+01
y_rep[545] 1.170908e+01 1.180233e+01 1.213826e+01
y_rep[546] 1.131585e+01 1.140899e+01 1.168264e+01
y_rep[547] 1.137908e+01 1.146161e+01 1.171116e+01
y_rep[548] 1.129671e+01 1.138525e+01 1.173357e+01
y_rep[549] 1.162323e+01 1.171608e+01 1.206835e+01
y_rep[550] 1.154634e+01 1.164248e+01 1.200343e+01
y_rep[551] 1.126309e+01 1.135612e+01 1.168765e+01
y_rep[552] 1.099230e+01 1.108465e+01 1.137503e+01
y_rep[553] 1.085482e+01 1.094925e+01 1.121123e+01
y_rep[554] 1.103591e+01 1.112266e+01 1.140969e+01
y_rep[555] 1.096983e+01 1.106543e+01 1.135364e+01
y_rep[556] 1.042173e+01 1.051823e+01 1.081824e+01
y_rep[557] 1.024761e+01 1.033542e+01 1.062934e+01
y_rep[558] 1.033523e+01 1.042125e+01 1.070332e+01
y_rep[559] 1.005244e+01 1.014454e+01 1.045923e+01
y_rep[560] 1.324894e+01 1.334286e+01 1.362853e+01
y_rep[561] 1.280117e+01 1.288434e+01 1.316959e+01
y_rep[562] 1.265484e+01 1.274115e+01 1.310528e+01
y_rep[563] 1.299318e+01 1.309503e+01 1.338664e+01
y_rep[564] 1.346712e+01 1.355630e+01 1.388486e+01
y_rep[565] 1.297146e+01 1.305611e+01 1.333762e+01
y_rep[566] 1.319278e+01 1.328760e+01 1.358907e+01
y_rep[567] 1.291788e+01 1.301179e+01 1.328747e+01
y_rep[568] 1.250971e+01 1.260629e+01 1.286376e+01
y_rep[569] 1.284755e+01 1.293019e+01 1.320072e+01
y_rep[570] 1.271717e+01 1.280710e+01 1.307987e+01
y_rep[571] 1.267364e+01 1.276451e+01 1.305566e+01
y_rep[572] 1.230172e+01 1.239720e+01 1.268945e+01
y_rep[573] 1.236269e+01 1.245263e+01 1.276881e+01
y_rep[574] 1.210738e+01 1.219945e+01 1.253446e+01
y_rep[575] 1.231890e+01 1.241722e+01 1.270220e+01
y_rep[576] 1.206058e+01 1.215213e+01 1.243973e+01
y_rep[577] 1.197618e+01 1.205949e+01 1.234428e+01
y_rep[578] 1.233794e+01 1.243443e+01 1.271416e+01
y_rep[579] 1.233801e+01 1.243527e+01 1.273435e+01
y_rep[580] 1.204359e+01 1.213342e+01 1.242090e+01
y_rep[581] 1.213905e+01 1.222762e+01 1.259985e+01
y_rep[582] 1.217480e+01 1.227015e+01 1.262729e+01
y_rep[583] 1.101449e+01 1.111066e+01 1.146491e+01
y_rep[584] 1.105918e+01 1.114627e+01 1.146969e+01
y_rep[585] 1.085282e+01 1.094543e+01 1.124942e+01
y_rep[586] 1.046970e+01 1.056683e+01 1.082828e+01
y_rep[587] 1.059249e+01 1.067966e+01 1.096980e+01
y_rep[588] 1.123380e+01 1.132138e+01 1.159587e+01
y_rep[589] 1.125590e+01 1.134254e+01 1.165590e+01
y_rep[590] 1.153990e+01 1.162945e+01 1.193736e+01
y_rep[591] 1.160537e+01 1.168964e+01 1.200208e+01
y_rep[592] 1.770773e+01 1.783649e+01 1.819812e+01
y_rep[593] 1.865155e+01 1.875249e+01 1.907180e+01
y_rep[594] 1.919359e+01 1.929161e+01 1.959431e+01
y_rep[595] 1.858154e+01 1.868206e+01 1.896497e+01
y_rep[596] 1.907039e+01 1.916225e+01 1.945926e+01
y_rep[597] 1.943163e+01 1.952146e+01 1.984124e+01
y_rep[598] 1.929033e+01 1.939014e+01 1.973615e+01
y_rep[599] 1.960079e+01 1.969132e+01 1.996615e+01
y_rep[600] 1.939343e+01 1.948126e+01 1.979100e+01
y_rep[601] 1.947448e+01 1.955293e+01 1.985013e+01
y_rep[602] 1.957882e+01 1.967038e+01 1.991743e+01
y_rep[603] 2.044252e+01 2.053768e+01 2.081777e+01
y_rep[604] 2.019027e+01 2.028708e+01 2.058062e+01
y_rep[605] 2.001600e+01 2.011618e+01 2.049054e+01
y_rep[606] 2.037297e+01 2.046315e+01 2.075619e+01
y_rep[607] 2.040402e+01 2.049068e+01 2.080237e+01
y_rep[608] 2.043456e+01 2.052549e+01 2.085506e+01
y_rep[609] 2.071676e+01 2.081359e+01 2.113562e+01
y_rep[610] 2.039072e+01 2.048312e+01 2.079619e+01
y_rep[611] 2.072208e+01 2.081053e+01 2.109854e+01
y_rep[612] 2.042332e+01 2.051100e+01 2.085776e+01
y_rep[613] 2.009440e+01 2.017891e+01 2.048421e+01
y_rep[614] 1.823951e+01 1.833429e+01 1.861132e+01
y_rep[615] 1.639731e+01 1.648149e+01 1.683120e+01
y_rep[616] 1.542331e+01 1.551532e+01 1.585549e+01
y_rep[617] 1.568001e+01 1.576903e+01 1.607965e+01
y_rep[618] 1.521717e+01 1.531296e+01 1.565013e+01
y_rep[619] 1.465854e+01 1.474554e+01 1.504990e+01
y_rep[620] 1.464979e+01 1.474638e+01 1.501499e+01
y_rep[621] 1.474094e+01 1.483418e+01 1.512917e+01
y_rep[622] 1.526535e+01 1.534430e+01 1.567717e+01
y_rep[623] 1.541973e+01 1.551257e+01 1.579063e+01
y_rep[624] 1.514171e+01 1.523025e+01 1.553913e+01
y_rep[625] 1.510075e+01 1.519093e+01 1.549146e+01
y_rep[626] 1.453011e+01 1.462064e+01 1.491832e+01
y_rep[627] 1.439559e+01 1.448478e+01 1.478910e+01
y_rep[628] 1.409156e+01 1.419020e+01 1.457909e+01
y_rep[629] 1.379758e+01 1.389060e+01 1.422661e+01
y_rep[630] 1.378129e+01 1.386803e+01 1.420312e+01
y_rep[631] 1.334776e+01 1.343485e+01 1.372629e+01
y_rep[632] 1.339326e+01 1.348243e+01 1.376974e+01
y_rep[633] 1.342856e+01 1.352212e+01 1.381455e+01
y_rep[634] 1.322873e+01 1.331702e+01 1.361945e+01
y_rep[635] 1.277362e+01 1.285999e+01 1.315986e+01
y_rep[636] 1.268576e+01 1.277580e+01 1.304059e+01
y_rep[637] 1.226010e+01 1.234993e+01 1.266595e+01
y_rep[638] 1.275283e+01 1.284886e+01 1.315347e+01
y_rep[639] 1.296851e+01 1.305806e+01 1.335871e+01
y_rep[640] 1.279799e+01 1.289207e+01 1.323399e+01
y_rep[641] 1.258021e+01 1.266889e+01 1.297674e+01
y_rep[642] 1.281193e+01 1.290096e+01 1.318251e+01
y_rep[643] 1.250517e+01 1.259797e+01 1.293705e+01
y_rep[644] 1.234575e+01 1.243510e+01 1.274405e+01
y_rep[645] 1.233509e+01 1.242716e+01 1.273486e+01
y_rep[646] 1.193529e+01 1.201657e+01 1.229912e+01
y_rep[647] 1.193588e+01 1.203254e+01 1.229950e+01
y_rep[648] 1.205075e+01 1.214033e+01 1.245500e+01
y_rep[649] 1.237384e+01 1.246594e+01 1.284367e+01
y_rep[650] 1.242583e+01 1.251394e+01 1.281555e+01
y_rep[651] 1.253134e+01 1.261780e+01 1.291345e+01
y_rep[652] 1.245519e+01 1.254490e+01 1.284412e+01
y_rep[653] 1.247709e+01 1.256454e+01 1.283910e+01
y_rep[654] 1.250437e+01 1.259620e+01 1.288465e+01
y_rep[655] 1.253643e+01 1.262518e+01 1.299228e+01
y_rep[656] 1.248820e+01 1.258167e+01 1.292245e+01
y_rep[657] 1.252139e+01 1.260480e+01 1.293072e+01
y_rep[658] 1.252552e+01 1.261632e+01 1.292562e+01
y_rep[659] 1.256750e+01 1.266157e+01 1.294007e+01
y_rep[660] 1.236253e+01 1.244211e+01 1.276754e+01
y_rep[661] 1.200563e+01 1.209474e+01 1.235650e+01
y_rep[662] 1.212684e+01 1.221357e+01 1.250646e+01
y_rep[663] 1.212001e+01 1.220432e+01 1.248259e+01
y_rep[664] 1.244089e+01 1.252850e+01 1.283341e+01
y_rep[665] 1.273661e+01 1.282095e+01 1.308603e+01
y_rep[666] 1.220655e+01 1.229428e+01 1.257980e+01
y_rep[667] 1.242420e+01 1.251389e+01 1.278179e+01
y_rep[668] 1.205927e+01 1.214281e+01 1.246726e+01
y_rep[669] 1.189396e+01 1.197642e+01 1.231441e+01
y_rep[670] 1.207741e+01 1.216818e+01 1.243202e+01
y_rep[671] 1.238266e+01 1.246843e+01 1.277661e+01
y_rep[672] 1.214231e+01 1.222825e+01 1.250265e+01
y_rep[673] 1.186278e+01 1.195650e+01 1.222605e+01
y_rep[674] 1.191272e+01 1.200634e+01 1.226945e+01
y_rep[675] 1.178090e+01 1.186595e+01 1.217219e+01
y_rep[676] 1.191097e+01 1.200353e+01 1.236057e+01
y_rep[677] 1.206450e+01 1.215425e+01 1.246279e+01
y_rep[678] 1.153197e+01 1.162093e+01 1.194344e+01
y_rep[679] 1.152100e+01 1.160987e+01 1.189593e+01
y_rep[680] 1.110250e+01 1.119479e+01 1.151023e+01
y_rep[681] 1.090546e+01 1.099851e+01 1.128813e+01
y_rep[682] 1.123909e+01 1.132892e+01 1.161875e+01
y_rep[683] 1.150724e+01 1.160108e+01 1.188598e+01
y_rep[684] 1.126187e+01 1.134731e+01 1.164001e+01
y_rep[685] 1.102972e+01 1.112068e+01 1.139229e+01
y_rep[686] 1.087782e+01 1.097161e+01 1.128740e+01
y_rep[687] 1.061368e+01 1.070387e+01 1.100012e+01
y_rep[688] 1.096384e+01 1.105035e+01 1.131496e+01
y_rep[689] 1.076500e+01 1.085645e+01 1.116664e+01
y_rep[690] 1.091108e+01 1.100104e+01 1.127590e+01
y_rep[691] 1.090032e+01 1.099514e+01 1.127123e+01
y_rep[692] 1.100065e+01 1.109802e+01 1.142945e+01
y_rep[693] 1.067395e+01 1.076614e+01 1.107327e+01
y_rep[694] 1.066594e+01 1.075638e+01 1.102351e+01
y_rep[695] 1.059205e+01 1.068796e+01 1.102020e+01
y_rep[696] 1.046765e+01 1.056572e+01 1.088016e+01
y_rep[697] 1.032456e+01 1.040830e+01 1.075129e+01
y_rep[698] 1.016203e+01 1.025518e+01 1.061669e+01
y_rep[699] 1.043728e+01 1.052443e+01 1.077366e+01
y_rep[700] 1.113891e+01 1.122165e+01 1.152295e+01
y_rep[701] 1.103171e+01 1.112889e+01 1.141551e+01
y_rep[702] 1.087293e+01 1.096003e+01 1.126867e+01
y_rep[703] 1.093629e+01 1.103217e+01 1.136709e+01
y_rep[704] 1.087530e+01 1.095631e+01 1.126513e+01
y_rep[705] 1.085787e+01 1.095094e+01 1.131891e+01
y_rep[706] 1.075523e+01 1.084553e+01 1.113580e+01
y_rep[707] 1.097084e+01 1.105763e+01 1.136524e+01
y_rep[708] 1.089638e+01 1.099007e+01 1.125841e+01
y_rep[709] 1.074291e+01 1.083857e+01 1.115751e+01
y_rep[710] 1.076271e+01 1.085238e+01 1.113822e+01
y_rep[711] 1.059168e+01 1.067868e+01 1.095922e+01
y_rep[712] 1.046098e+01 1.054438e+01 1.084789e+01
y_rep[713] 1.025054e+01 1.034121e+01 1.058040e+01
y_rep[714] 1.013577e+01 1.022969e+01 1.054011e+01
y_rep[715] 1.001765e+01 1.010186e+01 1.044144e+01
y_rep[716] 1.010472e+01 1.019274e+01 1.046787e+01
y_rep[717] 9.804997e+00 9.899174e+00 1.019326e+01
y_rep[718] 9.676836e+00 9.765843e+00 1.005781e+01
y_rep[719] 1.004435e+01 1.013013e+01 1.046010e+01
y_rep[720] 1.009333e+01 1.019017e+01 1.047722e+01
y_rep[721] 1.047349e+01 1.057013e+01 1.087524e+01
y_rep[722] 9.765303e+00 9.851686e+00 1.015715e+01
y_rep[723] 1.014869e+01 1.024982e+01 1.052610e+01
y_rep[724] 1.047528e+01 1.056319e+01 1.084577e+01
y_rep[725] 1.055460e+01 1.064625e+01 1.094532e+01
y_rep[726] 1.066849e+01 1.075727e+01 1.110862e+01
y_rep[727] 1.035222e+01 1.044345e+01 1.074884e+01
y_rep[728] 1.043663e+01 1.052952e+01 1.086045e+01
y_rep[729] 1.043007e+01 1.052095e+01 1.082785e+01
y_rep[730] 1.062168e+01 1.071558e+01 1.104554e+01
y_rep[731] 1.060121e+01 1.069202e+01 1.100295e+01
y_rep[732] 1.064772e+01 1.074204e+01 1.105828e+01
y_rep[733] 1.049245e+01 1.058826e+01 1.089851e+01
y_rep[734] 1.130016e+01 1.139046e+01 1.168465e+01
y_rep[735] 1.161910e+01 1.170948e+01 1.200648e+01
y_rep[736] 1.134142e+01 1.142863e+01 1.174300e+01
y_rep[737] 1.137624e+01 1.147157e+01 1.175652e+01
y_rep[738] 1.148320e+01 1.157267e+01 1.187217e+01
y_rep[739] 1.138160e+01 1.148204e+01 1.176083e+01
y_rep[740] 1.173459e+01 1.182591e+01 1.214937e+01
y_rep[741] 1.160833e+01 1.170226e+01 1.199207e+01
y_rep[742] 1.174084e+01 1.182249e+01 1.214787e+01
y_rep[743] 1.176814e+01 1.185716e+01 1.218555e+01
y_rep[744] 1.156460e+01 1.165752e+01 1.192933e+01
y_rep[745] 1.164086e+01 1.173407e+01 1.203047e+01
y_rep[746] 1.134123e+01 1.142729e+01 1.175597e+01
y_rep[747] 1.093352e+01 1.102244e+01 1.135648e+01
y_rep[748] 1.106542e+01 1.115499e+01 1.143854e+01
y_rep[749] 1.120908e+01 1.129540e+01 1.161651e+01
y_rep[750] 1.124996e+01 1.134633e+01 1.163681e+01
y_rep[751] 1.085347e+01 1.093712e+01 1.121777e+01
y_rep[752] 1.076836e+01 1.085570e+01 1.122060e+01
y_rep[753] 1.098009e+01 1.106706e+01 1.139137e+01
y_rep[754] 1.128698e+01 1.137665e+01 1.165119e+01
y_rep[755] 1.155031e+01 1.164884e+01 1.194238e+01
y_rep[756] 1.121486e+01 1.130787e+01 1.161098e+01
y_rep[757] 1.061917e+01 1.071350e+01 1.096665e+01
y_rep[758] 1.048675e+01 1.057458e+01 1.089796e+01
y_rep[759] 1.072546e+01 1.080950e+01 1.114774e+01
y_rep[760] 1.043775e+01 1.053400e+01 1.084926e+01
y_rep[761] 1.057020e+01 1.065800e+01 1.097102e+01
y_rep[762] 1.098543e+01 1.108223e+01 1.135380e+01
y_rep[763] 1.051383e+01 1.060959e+01 1.094993e+01
y_rep[764] 1.044866e+01 1.053903e+01 1.084173e+01
y_rep[765] 1.020861e+01 1.028749e+01 1.057086e+01
y_rep[766] 1.032873e+01 1.041129e+01 1.073226e+01
y_rep[767] 1.012192e+01 1.021160e+01 1.048079e+01
y_rep[768] 1.029756e+01 1.039102e+01 1.063079e+01
y_rep[769] 1.026850e+01 1.036145e+01 1.069076e+01
y_rep[770] 1.009251e+01 1.018837e+01 1.051056e+01
y_rep[771] 1.024846e+01 1.034083e+01 1.062090e+01
y_rep[772] 1.022346e+01 1.031459e+01 1.060226e+01
y_rep[773] 1.020827e+01 1.029960e+01 1.062963e+01
y_rep[774] 1.080705e+01 1.089493e+01 1.116643e+01
y_rep[775] 1.062600e+01 1.070923e+01 1.101043e+01
y_rep[776] 1.030397e+01 1.038881e+01 1.071470e+01
y_rep[777] 1.016399e+01 1.025793e+01 1.057795e+01
y_rep[778] 9.875639e+00 9.972614e+00 1.029637e+01
y_rep[779] 1.038677e+01 1.047978e+01 1.076132e+01
y_rep[780] 1.028039e+01 1.037241e+01 1.072354e+01
y_rep[781] 1.000399e+01 1.009401e+01 1.042774e+01
y_rep[782] 1.014057e+01 1.022676e+01 1.052505e+01
y_rep[783] 9.919525e+00 1.000619e+01 1.037083e+01
y_rep[784] 9.896322e+00 9.989219e+00 1.030873e+01
y_rep[785] 9.654301e+00 9.747836e+00 9.996896e+00
y_rep[786] 9.612451e+00 9.707147e+00 1.006818e+01
y_rep[787] 9.552365e+00 9.645925e+00 9.999446e+00
y_rep[788] 1.001263e+01 1.009537e+01 1.039274e+01
y_rep[789] 1.047615e+01 1.056830e+01 1.088751e+01
y_rep[790] 1.029724e+01 1.038822e+01 1.072227e+01
y_rep[791] 1.004456e+01 1.013256e+01 1.044517e+01
y_rep[792] 1.010187e+01 1.019488e+01 1.053460e+01
y_rep[793] 1.001641e+01 1.010375e+01 1.037110e+01
y_rep[794] 1.058732e+01 1.067905e+01 1.098841e+01
y_rep[795] 1.046418e+01 1.055368e+01 1.083565e+01
y_rep[796] 1.016928e+01 1.026333e+01 1.058997e+01
y_rep[797] 1.004614e+01 1.014359e+01 1.042897e+01
y_rep[798] 1.032829e+01 1.042892e+01 1.071930e+01
y_rep[799] 1.045406e+01 1.053914e+01 1.081905e+01
y_rep[800] 1.034005e+01 1.043371e+01 1.073764e+01
y_rep[801] 1.036262e+01 1.044412e+01 1.075043e+01
y_rep[802] 9.882159e+00 9.972818e+00 1.023430e+01
y_rep[803] 9.949229e+00 1.003697e+01 1.035954e+01
y_rep[804] 1.036681e+01 1.045395e+01 1.075123e+01
y_rep[805] 1.021213e+01 1.029740e+01 1.058686e+01
y_rep[806] 1.025384e+01 1.033777e+01 1.062608e+01
y_rep[807] 1.032294e+01 1.041949e+01 1.070235e+01
y_rep[808] 1.026041e+01 1.034654e+01 1.069230e+01
y_rep[809] 1.021873e+01 1.030873e+01 1.060054e+01
y_rep[810] 1.058996e+01 1.067147e+01 1.098324e+01
y_rep[811] 1.001754e+01 1.010685e+01 1.041886e+01
y_rep[812] 9.551020e+00 9.648183e+00 9.983880e+00
y_rep[813] 9.821042e+00 9.913594e+00 1.022096e+01
y_rep[814] 1.014352e+01 1.023523e+01 1.050430e+01
y_rep[815] 9.871715e+00 9.955206e+00 1.027638e+01
y_rep[816] 1.012644e+01 1.021659e+01 1.049706e+01
y_rep[817] 9.657648e+00 9.748283e+00 1.005585e+01
y_rep[818] 9.604694e+00 9.688970e+00 1.002067e+01
y_rep[819] 9.647323e+00 9.728947e+00 1.001054e+01
y_rep[820] 9.461476e+00 9.552675e+00 9.844986e+00
y_rep[821] 9.410514e+00 9.497788e+00 9.790724e+00
y_rep[822] 9.664438e+00 9.748174e+00 1.008493e+01
y_rep[823] 9.618606e+00 9.713644e+00 1.002189e+01
y_rep[824] 9.465115e+00 9.555481e+00 9.879258e+00
y_rep[825] 9.249361e+00 9.349246e+00 9.636273e+00
y_rep[826] 9.738893e+00 9.825460e+00 1.014886e+01
y_rep[827] 9.779181e+00 9.864788e+00 1.019620e+01
y_rep[828] 9.514756e+00 9.597413e+00 9.950507e+00
y_rep[829] 9.492918e+00 9.591033e+00 9.921100e+00
y_rep[830] 9.670418e+00 9.758214e+00 1.004329e+01
y_rep[831] 9.652545e+00 9.742137e+00 1.005463e+01
y_rep[832] 9.881523e+00 9.979385e+00 1.026347e+01
y_rep[833] 9.856380e+00 9.938000e+00 1.025320e+01
y_rep[834] 9.992637e+00 1.009338e+01 1.038562e+01
y_rep[835] 1.010684e+01 1.020382e+01 1.054490e+01
y_rep[836] 1.012469e+01 1.021868e+01 1.053996e+01
y_rep[837] 1.017895e+01 1.026851e+01 1.058052e+01
y_rep[838] 1.005471e+01 1.015129e+01 1.045150e+01
y_rep[839] 9.848454e+00 9.941677e+00 1.024906e+01
y_rep[840] 9.825498e+00 9.910426e+00 1.022129e+01
y_rep[841] 1.010884e+01 1.019433e+01 1.047882e+01
y_rep[842] 1.154841e+01 1.163270e+01 1.188891e+01
y_rep[843] 1.121497e+01 1.129744e+01 1.166222e+01
y_rep[844] 1.142986e+01 1.151748e+01 1.181137e+01
y_rep[845] 1.134415e+01 1.142896e+01 1.175167e+01
y_rep[846] 1.157020e+01 1.166654e+01 1.197075e+01
y_rep[847] 1.193536e+01 1.202296e+01 1.230863e+01
y_rep[848] 1.192842e+01 1.201776e+01 1.237173e+01
y_rep[849] 1.173708e+01 1.183728e+01 1.216476e+01
y_rep[850] 1.191477e+01 1.201094e+01 1.232561e+01
y_rep[851] 1.199491e+01 1.208979e+01 1.239285e+01
y_rep[852] 1.212581e+01 1.221792e+01 1.249678e+01
y_rep[853] 1.200251e+01 1.209884e+01 1.240793e+01
y_rep[854] 1.210711e+01 1.219472e+01 1.250310e+01
y_rep[855] 1.200874e+01 1.210346e+01 1.241689e+01
y_rep[856] 1.204983e+01 1.213670e+01 1.246704e+01
y_rep[857] 1.203716e+01 1.213577e+01 1.240799e+01
y_rep[858] 1.251960e+01 1.260911e+01 1.290782e+01
y_rep[859] 1.198962e+01 1.207552e+01 1.239041e+01
y_rep[860] 1.204160e+01 1.213912e+01 1.242384e+01
y_rep[861] 1.201217e+01 1.210305e+01 1.242664e+01
y_rep[862] 1.227094e+01 1.236734e+01 1.263719e+01
y_rep[863] 1.228811e+01 1.238841e+01 1.267580e+01
y_rep[864] 1.218975e+01 1.227792e+01 1.259379e+01
y_rep[865] 1.161422e+01 1.170630e+01 1.204614e+01
y_rep[866] 1.187649e+01 1.196858e+01 1.226283e+01
y_rep[867] 1.216194e+01 1.225904e+01 1.254465e+01
y_rep[868] 1.209058e+01 1.217810e+01 1.254933e+01
y_rep[869] 1.173435e+01 1.182459e+01 1.213407e+01
y_rep[870] 1.181830e+01 1.190482e+01 1.222851e+01
y_rep[871] 1.258732e+01 1.268089e+01 1.301505e+01
y_rep[872] 1.260216e+01 1.268803e+01 1.300299e+01
y_rep[873] 1.256785e+01 1.266164e+01 1.295422e+01
y_rep[874] 1.272908e+01 1.281870e+01 1.310202e+01
y_rep[875] 1.248511e+01 1.258091e+01 1.289745e+01
y_rep[876] 1.245709e+01 1.254565e+01 1.282629e+01
y_rep[877] 1.235120e+01 1.244738e+01 1.281017e+01
y_rep[878] 1.238467e+01 1.247241e+01 1.280543e+01
y_rep[879] 1.235934e+01 1.245223e+01 1.272947e+01
y_rep[880] 1.216472e+01 1.224894e+01 1.252797e+01
y_rep[881] 1.186956e+01 1.196338e+01 1.225517e+01
y_rep[882] 1.200772e+01 1.209897e+01 1.237234e+01
y_rep[883] 1.184113e+01 1.193599e+01 1.224741e+01
y_rep[884] 1.187168e+01 1.195980e+01 1.227813e+01
y_rep[885] 1.181419e+01 1.190563e+01 1.226952e+01
y_rep[886] 1.189917e+01 1.198748e+01 1.230374e+01
y_rep[887] 1.175732e+01 1.185776e+01 1.215185e+01
y_rep[888] 1.201628e+01 1.210146e+01 1.241801e+01
y_rep[889] 1.173612e+01 1.182041e+01 1.210257e+01
y_rep[890] 1.144268e+01 1.153368e+01 1.181521e+01
y_rep[891] 1.150518e+01 1.159728e+01 1.194736e+01
y_rep[892] 1.128088e+01 1.137324e+01 1.165046e+01
y_rep[893] 1.100368e+01 1.110072e+01 1.142259e+01
y_rep[894] 1.041168e+01 1.050096e+01 1.078085e+01
y_rep[895] 1.010280e+01 1.018524e+01 1.055203e+01
y_rep[896] 9.888124e+00 9.976913e+00 1.031557e+01
y_rep[897] 9.924592e+00 1.000863e+01 1.031284e+01
y_rep[898] 9.637051e+00 9.728752e+00 1.004360e+01
y_rep[899] 9.785361e+00 9.877110e+00 1.014225e+01
y_rep[900] 9.749988e+00 9.835272e+00 1.012985e+01
y_rep[901] 9.644337e+00 9.738328e+00 9.999548e+00
y_rep[902] 9.722016e+00 9.813756e+00 1.013025e+01
y_rep[903] 9.859804e+00 9.955274e+00 1.025294e+01
y_rep[904] 9.830639e+00 9.920555e+00 1.021203e+01
y_rep[905] 9.708742e+00 9.803357e+00 1.010548e+01
y_rep[906] 9.992344e+00 1.007987e+01 1.036013e+01
y_rep[907] 9.618340e+00 9.707948e+00 9.986728e+00
y_rep[908] 9.577900e+00 9.670011e+00 9.961936e+00
y_rep[909] 9.337598e+00 9.422957e+00 9.717776e+00
y_rep[910] 9.352505e+00 9.435616e+00 9.717567e+00
y_rep[911] 9.309598e+00 9.403694e+00 9.688445e+00
y_rep[912] 9.765714e+00 9.852823e+00 1.014442e+01
y_rep[913] 9.547662e+00 9.636913e+00 9.961684e+00
y_rep[914] 9.256079e+00 9.349383e+00 9.658000e+00
y_rep[915] 9.699494e+00 9.786698e+00 1.010985e+01
y_rep[916] 9.550438e+00 9.642071e+00 9.964043e+00
y_rep[917] 9.503727e+00 9.595285e+00 9.924876e+00
y_rep[918] 9.369583e+00 9.462162e+00 9.782305e+00
y_rep[919] 9.381188e+00 9.462175e+00 9.818747e+00
y_rep[920] 9.033577e+00 9.125144e+00 9.425838e+00
y_rep[921] 9.192398e+00 9.284829e+00 9.597163e+00
y_rep[922] 8.979459e+00 9.071732e+00 9.350285e+00
y_rep[923] 9.009022e+00 9.102000e+00 9.400462e+00
y_rep[924] 9.290324e+00 9.380737e+00 9.761210e+00
y_rep[925] 9.265697e+00 9.352359e+00 9.612713e+00
y_rep[926] 9.236725e+00 9.323684e+00 9.648025e+00
y_rep[927] 9.267241e+00 9.356890e+00 9.647553e+00
y_rep[928] 9.553370e+00 9.640930e+00 9.953929e+00
y_rep[929] 9.289492e+00 9.373954e+00 9.650265e+00
y_rep[930] 9.852907e+00 9.950663e+00 1.025068e+01
y_rep[931] 9.898807e+00 9.985303e+00 1.030115e+01
y_rep[932] 9.759019e+00 9.849788e+00 1.016398e+01
y_rep[933] 9.572091e+00 9.656908e+00 9.966963e+00
y_rep[934] 9.423641e+00 9.515239e+00 9.806891e+00
y_rep[935] 9.420994e+00 9.509778e+00 9.800576e+00
y_rep[936] 9.733316e+00 9.825484e+00 1.009984e+01
y_rep[937] 9.884211e+00 9.973569e+00 1.022942e+01
y_rep[938] 9.550214e+00 9.634855e+00 9.907685e+00
y_rep[939] 9.538513e+00 9.626552e+00 9.894527e+00
y_rep[940] 9.391041e+00 9.472996e+00 9.749462e+00
y_rep[941] 9.371830e+00 9.463106e+00 9.752825e+00
y_rep[942] 9.353173e+00 9.435086e+00 9.707734e+00
y_rep[943] 9.536032e+00 9.627898e+00 9.938168e+00
y_rep[944] 9.196773e+00 9.282094e+00 9.573045e+00
y_rep[945] 9.199733e+00 9.289998e+00 9.572841e+00
y_rep[946] 9.206547e+00 9.302782e+00 9.632243e+00
y_rep[947] 8.827718e+00 8.920297e+00 9.277034e+00
y_rep[948] 8.777601e+00 8.871060e+00 9.217486e+00
y_rep[949] 8.460752e+00 8.548836e+00 8.823145e+00
y_rep[950] 8.268472e+00 8.362285e+00 8.626653e+00
y_rep[951] 8.132748e+00 8.225247e+00 8.509240e+00
y_rep[952] 8.486338e+00 8.570057e+00 8.887634e+00
y_rep[953] 8.174371e+00 8.270704e+00 8.656230e+00
y_rep[954] 8.443052e+00 8.532246e+00 8.869894e+00
y_rep[955] 8.489372e+00 8.580539e+00 8.850223e+00
y_rep[956] 8.436357e+00 8.531888e+00 8.883005e+00
y_rep[957] 8.389878e+00 8.477126e+00 8.758921e+00
y_rep[958] 8.366807e+00 8.450386e+00 8.761725e+00
y_rep[959] 8.207731e+00 8.299791e+00 8.598348e+00
y_rep[960] 8.554656e+00 8.652218e+00 8.967495e+00
y_rep[961] 8.995802e+00 9.083411e+00 9.423292e+00
y_rep[962] 8.697081e+00 8.786135e+00 9.085306e+00
y_rep[963] 8.744646e+00 8.838265e+00 9.166751e+00
y_rep[964] 8.608043e+00 8.705281e+00 8.969913e+00
y_rep[965] 9.142936e+00 9.237836e+00 9.554962e+00
y_rep[966] 9.182762e+00 9.267747e+00 9.594278e+00
y_rep[967] 9.307480e+00 9.400376e+00 9.693384e+00
y_rep[968] 9.285788e+00 9.382495e+00 9.700560e+00
y_rep[969] 9.368305e+00 9.449723e+00 9.712994e+00
y_rep[970] 9.518472e+00 9.601803e+00 9.926978e+00
y_rep[971] 9.984193e+00 1.007456e+01 1.036657e+01
y_rep[972] 1.004887e+01 1.013976e+01 1.044417e+01
y_rep[973] 1.037456e+01 1.047544e+01 1.076593e+01
y_rep[974] 1.046362e+01 1.055502e+01 1.079315e+01
y_rep[975] 1.051185e+01 1.059961e+01 1.091743e+01
y_rep[976] 1.046164e+01 1.055040e+01 1.082383e+01
y_rep[977] 1.043585e+01 1.052380e+01 1.081649e+01
y_rep[978] 1.039279e+01 1.048218e+01 1.079541e+01
y_rep[979] 1.104000e+01 1.113246e+01 1.142906e+01
y_rep[980] 1.104301e+01 1.113316e+01 1.144669e+01
y_rep[981] 1.107769e+01 1.117132e+01 1.145709e+01
y_rep[982] 1.138265e+01 1.147038e+01 1.181507e+01
y_rep[983] 1.153738e+01 1.162428e+01 1.190302e+01
y_rep[984] 1.150415e+01 1.158905e+01 1.187610e+01
y_rep[985] 1.177055e+01 1.185892e+01 1.213810e+01
y_rep[986] 1.170378e+01 1.179322e+01 1.210476e+01
y_rep[987] 1.166380e+01 1.175414e+01 1.206928e+01
y_rep[988] 1.162579e+01 1.172021e+01 1.200326e+01
y_rep[989] 1.216221e+01 1.225196e+01 1.255074e+01
y_rep[990] 1.280775e+01 1.289522e+01 1.319125e+01
y_rep[991] 1.283062e+01 1.292460e+01 1.325580e+01
y_rep[992] 1.272165e+01 1.281187e+01 1.311601e+01
y_rep[993] 1.261920e+01 1.269862e+01 1.299800e+01
y_rep[994] 1.265888e+01 1.275224e+01 1.305691e+01
y_rep[995] 1.259597e+01 1.268679e+01 1.298613e+01
y_rep[996] 1.236402e+01 1.245207e+01 1.273316e+01
y_rep[997] 1.242055e+01 1.251114e+01 1.280183e+01
y_rep[998] 1.214705e+01 1.223874e+01 1.252823e+01
y_rep[999] 1.210137e+01 1.219662e+01 1.250219e+01
y_rep[1000] 1.227801e+01 1.236721e+01 1.262958e+01
y_rep[1001] 1.225039e+01 1.234323e+01 1.264850e+01
y_rep[1002] 1.183409e+01 1.192287e+01 1.224347e+01
y_rep[1003] 1.225458e+01 1.234330e+01 1.262213e+01
y_rep[1004] 1.202685e+01 1.211327e+01 1.241766e+01
y_rep[1005] 1.172684e+01 1.182078e+01 1.214218e+01
y_rep[1006] 1.172659e+01 1.181765e+01 1.212267e+01
y_rep[1007] 1.191557e+01 1.201061e+01 1.233108e+01
y_rep[1008] 1.161446e+01 1.170856e+01 1.203390e+01
y_rep[1009] 1.157458e+01 1.166969e+01 1.195459e+01
y_rep[1010] 1.146428e+01 1.154701e+01 1.184380e+01
y_rep[1011] 1.129946e+01 1.138715e+01 1.167008e+01
y_rep[1012] 1.054800e+01 1.063872e+01 1.093063e+01
y_rep[1013] 1.037965e+01 1.047336e+01 1.074309e+01
y_rep[1014] 1.043500e+01 1.052204e+01 1.082970e+01
y_rep[1015] 1.035350e+01 1.043877e+01 1.074440e+01
y_rep[1016] 1.026928e+01 1.036372e+01 1.066010e+01
y_rep[1017] 1.020224e+01 1.028991e+01 1.063119e+01
y_rep[1018] 1.027718e+01 1.037031e+01 1.070614e+01
y_rep[1019] 1.053368e+01 1.062635e+01 1.092866e+01
y_rep[1020] 1.078245e+01 1.087138e+01 1.114250e+01
y_rep[1021] 1.109253e+01 1.118514e+01 1.157095e+01
y_rep[1022] 1.108004e+01 1.117226e+01 1.148199e+01
y_rep[1023] 1.073101e+01 1.082506e+01 1.113399e+01
y_rep[1024] 1.079984e+01 1.089055e+01 1.120191e+01
y_rep[1025] 1.130110e+01 1.139982e+01 1.171193e+01
y_rep[1026] 1.070327e+01 1.079016e+01 1.106753e+01
y_rep[1027] 1.070563e+01 1.079527e+01 1.107224e+01
y_rep[1028] 1.051772e+01 1.061057e+01 1.098057e+01
y_rep[1029] 1.067545e+01 1.077094e+01 1.110163e+01
y_rep[1030] 1.057197e+01 1.066315e+01 1.100811e+01
y_rep[1031] 1.047805e+01 1.056968e+01 1.084106e+01
y_rep[1032] 1.057794e+01 1.066763e+01 1.092396e+01
y_rep[1033] 1.069861e+01 1.079160e+01 1.108368e+01
y_rep[1034] 1.077653e+01 1.086764e+01 1.122834e+01
y_rep[1035] 1.072189e+01 1.080945e+01 1.111196e+01
y_rep[1036] 1.064477e+01 1.073463e+01 1.105777e+01
y_rep[1037] 1.086152e+01 1.094790e+01 1.122859e+01
y_rep[1038] 1.128959e+01 1.138556e+01 1.171635e+01
y_rep[1039] 1.146427e+01 1.154784e+01 1.187231e+01
y_rep[1040] 1.144959e+01 1.154303e+01 1.184675e+01
y_rep[1041] 1.132035e+01 1.141652e+01 1.174477e+01
y_rep[1042] 1.092430e+01 1.101927e+01 1.125739e+01
y_rep[1043] 1.088659e+01 1.097773e+01 1.126780e+01
y_rep[1044] 1.074027e+01 1.083308e+01 1.116122e+01
y_rep[1045] 1.096929e+01 1.106633e+01 1.138131e+01
y_rep[1046] 1.081082e+01 1.090100e+01 1.126759e+01
y_rep[1047] 1.069677e+01 1.079364e+01 1.115413e+01
y_rep[1048] 1.067420e+01 1.075663e+01 1.109535e+01
y_rep[1049] 1.058790e+01 1.067694e+01 1.100702e+01
y_rep[1050] 1.058554e+01 1.067848e+01 1.097555e+01
y_rep[1051] 1.081156e+01 1.090606e+01 1.120884e+01
y_rep[1052] 1.057817e+01 1.066833e+01 1.096650e+01
y_rep[1053] 1.022534e+01 1.031873e+01 1.064362e+01
y_rep[1054] 1.016336e+01 1.025354e+01 1.058872e+01
y_rep[1055] 1.013350e+01 1.022180e+01 1.050728e+01
y_rep[1056] 9.870578e+00 9.963648e+00 1.024065e+01
y_rep[1057] 1.006766e+01 1.016202e+01 1.049056e+01
y_rep[1058] 1.005441e+01 1.014735e+01 1.043774e+01
y_rep[1059] 9.727870e+00 9.817610e+00 1.013709e+01
y_rep[1060] 9.399933e+00 9.496787e+00 9.841332e+00
y_rep[1061] 8.776204e+00 8.869449e+00 9.165250e+00
y_rep[1062] 8.615825e+00 8.702880e+00 8.985128e+00
y_rep[1063] 8.893676e+00 8.977677e+00 9.299592e+00
y_rep[1064] 9.228673e+00 9.312085e+00 9.580128e+00
y_rep[1065] 9.181482e+00 9.269166e+00 9.531319e+00
y_rep[1066] 8.731044e+00 8.825560e+00 9.127944e+00
y_rep[1067] 8.715278e+00 8.797180e+00 9.095777e+00
y_rep[1068] 9.451055e+00 9.550978e+00 9.836751e+00
y_rep[1069] 9.440600e+00 9.525754e+00 9.805147e+00
y_rep[1070] 9.537174e+00 9.615950e+00 9.919329e+00
y_rep[1071] 9.422225e+00 9.514417e+00 9.834915e+00
y_rep[1072] 8.969277e+00 9.056129e+00 9.316499e+00
y_rep[1073] 8.777165e+00 8.861993e+00 9.200511e+00
y_rep[1074] 8.966910e+00 9.050964e+00 9.382336e+00
y_rep[1075] 9.080131e+00 9.176856e+00 9.494049e+00
y_rep[1076] 9.464564e+00 9.550317e+00 9.828645e+00
y_rep[1077] 9.321804e+00 9.416732e+00 9.690023e+00
y_rep[1078] 9.062576e+00 9.153899e+00 9.480992e+00
y_rep[1079] 8.982087e+00 9.072787e+00 9.429266e+00
y_rep[1080] 8.637548e+00 8.729174e+00 9.062355e+00
y_rep[1081] 8.878292e+00 8.974134e+00 9.264656e+00
y_rep[1082] 8.874946e+00 8.964644e+00 9.256928e+00
y_rep[1083] 9.098787e+00 9.184026e+00 9.523866e+00
y_rep[1084] 9.111960e+00 9.205274e+00 9.511208e+00
y_rep[1085] 8.925642e+00 9.014604e+00 9.317894e+00
y_rep[1086] 8.856455e+00 8.944290e+00 9.266179e+00
y_rep[1087] 8.683849e+00 8.775744e+00 9.058668e+00
y_rep[1088] 8.553256e+00 8.647136e+00 8.954410e+00
y_rep[1089] 8.681698e+00 8.769068e+00 9.055111e+00
y_rep[1090] 8.469887e+00 8.555144e+00 8.876761e+00
y_rep[1091] 8.054753e+00 8.145324e+00 8.417623e+00
y_rep[1092] 7.774843e+00 7.867966e+00 8.168905e+00
y_rep[1093] 7.863770e+00 7.950653e+00 8.238593e+00
y_rep[1094] 7.792232e+00 7.887351e+00 8.227588e+00
y_rep[1095] 8.856013e+00 8.950142e+00 9.218032e+00
y_rep[1096] 8.998248e+00 9.083780e+00 9.390473e+00
y_rep[1097] 9.034892e+00 9.126681e+00 9.404723e+00
y_rep[1098] 8.893847e+00 8.989947e+00 9.301296e+00
y_rep[1099] 8.874543e+00 8.969062e+00 9.279631e+00
y_rep[1100] 8.762182e+00 8.852343e+00 9.150131e+00
y_rep[1101] 8.806108e+00 8.898299e+00 9.271605e+00
y_rep[1102] 8.763458e+00 8.848609e+00 9.138330e+00
y_rep[1103] 8.551121e+00 8.640038e+00 8.923035e+00
y_rep[1104] 8.564562e+00 8.653956e+00 9.015972e+00
y_rep[1105] 8.586305e+00 8.679795e+00 8.988076e+00
y_rep[1106] 8.410250e+00 8.501774e+00 8.805712e+00
y_rep[1107] 8.564622e+00 8.653776e+00 8.964314e+00
y_rep[1108] 8.400291e+00 8.493505e+00 8.777701e+00
y_rep[1109] 8.611337e+00 8.700982e+00 9.030264e+00
y_rep[1110] 8.994906e+00 9.083665e+00 9.392870e+00
y_rep[1111] 9.000021e+00 9.081541e+00 9.388906e+00
y_rep[1112] 8.773849e+00 8.860319e+00 9.189990e+00
y_rep[1113] 8.904259e+00 8.994616e+00 9.303380e+00
y_rep[1114] 8.829718e+00 8.916042e+00 9.230054e+00
y_rep[1115] 8.704385e+00 8.791950e+00 9.078246e+00
y_rep[1116] 8.910689e+00 9.001224e+00 9.311302e+00
y_rep[1117] 9.354339e+00 9.454268e+00 9.761265e+00
y_rep[1118] 8.555590e+00 8.644723e+00 8.978410e+00
y_rep[1119] 8.655713e+00 8.747225e+00 9.067333e+00
y_rep[1120] 8.446243e+00 8.539960e+00 8.843510e+00
y_rep[1121] 8.285708e+00 8.372350e+00 8.646216e+00
y_rep[1122] 8.679307e+00 8.775566e+00 9.078889e+00
y_rep[1123] 8.651065e+00 8.746393e+00 9.013747e+00
y_rep[1124] 8.522303e+00 8.620496e+00 8.903579e+00
y_rep[1125] 9.309433e+00 9.406500e+00 9.716693e+00
y_rep[1126] 9.284984e+00 9.370240e+00 9.702036e+00
y_rep[1127] 9.399543e+00 9.488461e+00 9.811250e+00
y_rep[1128] 9.357325e+00 9.445649e+00 9.791742e+00
y_rep[1129] 9.475749e+00 9.562056e+00 9.821568e+00
y_rep[1130] 9.484583e+00 9.569527e+00 9.875345e+00
y_rep[1131] 9.584209e+00 9.665006e+00 1.000227e+01
y_rep[1132] 9.396488e+00 9.490008e+00 9.778271e+00
y_rep[1133] 9.045550e+00 9.137975e+00 9.409350e+00
y_rep[1134] 9.089753e+00 9.176970e+00 9.500949e+00
y_rep[1135] 9.439228e+00 9.527934e+00 9.831549e+00
y_rep[1136] 9.485040e+00 9.569872e+00 9.886519e+00
y_rep[1137] 9.586900e+00 9.675892e+00 9.941093e+00
y_rep[1138] 9.546792e+00 9.635772e+00 9.928931e+00
y_rep[1139] 9.501120e+00 9.591205e+00 9.891056e+00
y_rep[1140] 9.360001e+00 9.448376e+00 9.755567e+00
y_rep[1141] 9.307497e+00 9.398261e+00 9.669838e+00
y_rep[1142] 9.196021e+00 9.292818e+00 9.607484e+00
y_rep[1143] 9.247253e+00 9.340201e+00 9.637531e+00
y_rep[1144] 9.288919e+00 9.379267e+00 9.661903e+00
y_rep[1145] 9.967943e+00 1.005830e+01 1.036886e+01
y_rep[1146] 9.874421e+00 9.959582e+00 1.026916e+01
y_rep[1147] 1.041386e+01 1.050636e+01 1.082043e+01
y_rep[1148] 1.001489e+01 1.009885e+01 1.042139e+01
y_rep[1149] 1.064381e+01 1.072856e+01 1.105429e+01
y_rep[1150] 1.040539e+01 1.048505e+01 1.078829e+01
y_rep[1151] 1.038590e+01 1.046990e+01 1.075296e+01
y_rep[1152] 1.032442e+01 1.041394e+01 1.069438e+01
y_rep[1153] 1.022789e+01 1.031215e+01 1.062507e+01
y_rep[1154] 1.051331e+01 1.060092e+01 1.090112e+01
y_rep[1155] 1.199688e+01 1.208905e+01 1.247011e+01
y_rep[1156] 1.122127e+01 1.131845e+01 1.165264e+01
y_rep[1157] 1.104560e+01 1.113318e+01 1.147435e+01
y_rep[1158] 1.117733e+01 1.126325e+01 1.159715e+01
y_rep[1159] 1.105141e+01 1.113890e+01 1.146077e+01
y_rep[1160] 1.098028e+01 1.107332e+01 1.137025e+01
y_rep[1161] 1.112897e+01 1.121644e+01 1.154781e+01
y_rep[1162] 1.097024e+01 1.105679e+01 1.133639e+01
y_rep[1163] 1.090534e+01 1.099724e+01 1.123378e+01
y_rep[1164] 1.098900e+01 1.108114e+01 1.135363e+01
y_rep[1165] 1.104920e+01 1.113730e+01 1.144207e+01
y_rep[1166] 1.103684e+01 1.112906e+01 1.149218e+01
y_rep[1167] 1.120943e+01 1.129684e+01 1.161774e+01
y_rep[1168] 1.085166e+01 1.094089e+01 1.127592e+01
y_rep[1169] 1.067595e+01 1.077345e+01 1.102826e+01
y_rep[1170] 1.055311e+01 1.064245e+01 1.100086e+01
y_rep[1171] 1.036578e+01 1.045850e+01 1.071216e+01
y_rep[1172] 9.941325e+00 1.002926e+01 1.035924e+01
y_rep[1173] 1.025642e+01 1.035824e+01 1.071318e+01
y_rep[1174] 1.015139e+01 1.024660e+01 1.051654e+01
y_rep[1175] 1.012103e+01 1.020187e+01 1.050002e+01
y_rep[1176] 1.019189e+01 1.028354e+01 1.055704e+01
y_rep[1177] 9.997033e+00 1.008635e+01 1.041845e+01
y_rep[1178] 9.469559e+00 9.554077e+00 9.822638e+00
y_rep[1179] 9.623618e+00 9.712431e+00 1.001984e+01
y_rep[1180] 9.711495e+00 9.809617e+00 1.010034e+01
y_rep[1181] 9.635529e+00 9.718057e+00 1.007911e+01
y_rep[1182] 9.569266e+00 9.659932e+00 9.956647e+00
y_rep[1183] 9.496304e+00 9.591390e+00 9.896137e+00
y_rep[1184] 9.965904e+00 1.005632e+01 1.034295e+01
y_rep[1185] 1.005677e+01 1.015152e+01 1.050156e+01
y_rep[1186] 9.936118e+00 1.002471e+01 1.037316e+01
y_rep[1187] 9.715475e+00 9.801012e+00 1.006837e+01
y_rep[1188] 1.021725e+01 1.031187e+01 1.062323e+01
y_rep[1189] 1.029553e+01 1.038991e+01 1.068211e+01
y_rep[1190] 1.006115e+01 1.014783e+01 1.040476e+01
y_rep[1191] 1.020143e+01 1.028724e+01 1.061599e+01
y_rep[1192] 1.002945e+01 1.012441e+01 1.042084e+01
y_rep[1193] 1.029665e+01 1.039229e+01 1.069236e+01
y_rep[1194] 1.045212e+01 1.053748e+01 1.083283e+01
y_rep[1195] 1.021264e+01 1.030472e+01 1.064150e+01
y_rep[1196] 1.137918e+01 1.147021e+01 1.174676e+01
y_rep[1197] 1.152234e+01 1.161243e+01 1.194272e+01
y_rep[1198] 1.130449e+01 1.139228e+01 1.169274e+01
y_rep[1199] 1.138466e+01 1.147194e+01 1.175193e+01
y_rep[1200] 1.149741e+01 1.157693e+01 1.187625e+01
y_rep[1201] 1.128942e+01 1.137610e+01 1.174492e+01
y_rep[1202] 1.110561e+01 1.119583e+01 1.150977e+01
y_rep[1203] 1.122250e+01 1.131472e+01 1.158094e+01
y_rep[1204] 1.102581e+01 1.111271e+01 1.141409e+01
y_rep[1205] 1.100570e+01 1.109878e+01 1.142450e+01
y_rep[1206] 1.105759e+01 1.114679e+01 1.140111e+01
y_rep[1207] 1.090315e+01 1.098499e+01 1.126070e+01
y_rep[1208] 1.086028e+01 1.094298e+01 1.125697e+01
y_rep[1209] 1.100383e+01 1.109345e+01 1.135583e+01
y_rep[1210] 1.096060e+01 1.105090e+01 1.133915e+01
y_rep[1211] 1.054095e+01 1.062772e+01 1.095096e+01
y_rep[1212] 1.064602e+01 1.073344e+01 1.105014e+01
y_rep[1213] 1.059073e+01 1.067446e+01 1.098317e+01
y_rep[1214] 1.057887e+01 1.066696e+01 1.097822e+01
y_rep[1215] 1.109168e+01 1.118247e+01 1.150566e+01
y_rep[1216] 1.106097e+01 1.115084e+01 1.148824e+01
y_rep[1217] 1.074487e+01 1.083029e+01 1.113527e+01
y_rep[1218] 1.069067e+01 1.078924e+01 1.108092e+01
y_rep[1219] 9.837196e+00 9.936933e+00 1.026400e+01
y_rep[1220] 9.532778e+00 9.621813e+00 9.954241e+00
y_rep[1221] 1.002473e+01 1.011620e+01 1.039526e+01
y_rep[1222] 1.043471e+01 1.051929e+01 1.083181e+01
y_rep[1223] 9.820458e+00 9.907262e+00 1.019626e+01
y_rep[1224] 1.001498e+01 1.010535e+01 1.038191e+01
y_rep[1225] 9.838550e+00 9.937742e+00 1.021777e+01
y_rep[1226] 9.918589e+00 1.000932e+01 1.034686e+01
y_rep[1227] 1.023898e+01 1.033313e+01 1.061819e+01
y_rep[1228] 1.027278e+01 1.036730e+01 1.069797e+01
y_rep[1229] 1.004877e+01 1.013109e+01 1.042887e+01
y_rep[1230] 9.933096e+00 1.002884e+01 1.039280e+01
y_rep[1231] 9.735559e+00 9.829883e+00 1.015309e+01
y_rep[1232] 9.701273e+00 9.794385e+00 1.004006e+01
y_rep[1233] 9.566475e+00 9.654023e+00 9.922309e+00
y_rep[1234] 9.528588e+00 9.618352e+00 9.960346e+00
y_rep[1235] 9.442422e+00 9.537819e+00 9.834874e+00
y_rep[1236] 9.243544e+00 9.333531e+00 9.658438e+00
y_rep[1237] 9.356101e+00 9.442385e+00 9.759735e+00
y_rep[1238] 9.080108e+00 9.171561e+00 9.491830e+00
y_rep[1239] 9.304050e+00 9.388611e+00 9.675745e+00
y_rep[1240] 9.090592e+00 9.183965e+00 9.485568e+00
y_rep[1241] 9.062722e+00 9.158385e+00 9.494849e+00
y_rep[1242] 9.247472e+00 9.332603e+00 9.642323e+00
y_rep[1243] 9.278749e+00 9.363738e+00 9.680106e+00
y_rep[1244] 8.996913e+00 9.090091e+00 9.461495e+00
y_rep[1245] 8.859884e+00 8.950278e+00 9.268153e+00
y_rep[1246] 9.074644e+00 9.166408e+00 9.449284e+00
y_rep[1247] 8.973957e+00 9.060258e+00 9.347115e+00
y_rep[1248] 8.751252e+00 8.849233e+00 9.151752e+00
y_rep[1249] 8.680706e+00 8.769343e+00 9.135049e+00
y_rep[1250] 8.444807e+00 8.535653e+00 8.843021e+00
y_rep[1251] 8.283331e+00 8.366933e+00 8.697066e+00
y_rep[1252] 8.294113e+00 8.385715e+00 8.687303e+00
y_rep[1253] 8.230021e+00 8.316600e+00 8.624149e+00
y_rep[1254] 8.420270e+00 8.514367e+00 8.817458e+00
y_rep[1255] 8.250674e+00 8.342343e+00 8.676062e+00
y_rep[1256] 8.291136e+00 8.388980e+00 8.680448e+00
y_rep[1257] 9.393133e+00 9.473620e+00 9.793359e+00
y_rep[1258] 9.569681e+00 9.665656e+00 9.942776e+00
y_rep[1259] 9.369958e+00 9.465199e+00 9.802878e+00
y_rep[1260] 9.465860e+00 9.559427e+00 9.891031e+00
y_rep[1261] 9.220530e+00 9.307220e+00 9.648787e+00
y_rep[1262] 8.794293e+00 8.875584e+00 9.178935e+00
y_rep[1263] 9.060548e+00 9.146611e+00 9.415299e+00
y_rep[1264] 9.335674e+00 9.417979e+00 9.727860e+00
y_rep[1265] 9.036849e+00 9.120590e+00 9.430483e+00
y_rep[1266] 8.845310e+00 8.942620e+00 9.213906e+00
y_rep[1267] 8.946570e+00 9.040145e+00 9.322551e+00
y_rep[1268] 8.857268e+00 8.953840e+00 9.234624e+00
y_rep[1269] 8.866369e+00 8.948606e+00 9.231295e+00
y_rep[1270] 9.075340e+00 9.172935e+00 9.473409e+00
y_rep[1271] 9.137267e+00 9.223240e+00 9.515137e+00
y_rep[1272] 9.161707e+00 9.252803e+00 9.550823e+00
y_rep[1273] 9.251176e+00 9.340054e+00 9.680563e+00
y_rep[1274] 9.386922e+00 9.478466e+00 9.785489e+00
y_rep[1275] 9.345832e+00 9.434979e+00 9.754218e+00
y_rep[1276] 9.380459e+00 9.470243e+00 9.815275e+00
y_rep[1277] 9.261622e+00 9.361584e+00 9.705729e+00
y_rep[1278] 9.215155e+00 9.308657e+00 9.623829e+00
y_rep[1279] 9.101034e+00 9.197849e+00 9.536823e+00
y_rep[1280] 8.666650e+00 8.762527e+00 9.074770e+00
y_rep[1281] 8.536110e+00 8.634481e+00 8.987023e+00
y_rep[1282] 8.866213e+00 8.954045e+00 9.271112e+00
y_rep[1283] 8.588610e+00 8.674873e+00 8.957224e+00
y_rep[1284] 8.451199e+00 8.540399e+00 8.836053e+00
y_rep[1285] 8.583160e+00 8.674382e+00 8.993659e+00
y_rep[1286] 8.208209e+00 8.301873e+00 8.608742e+00
y_rep[1287] 8.017554e+00 8.104945e+00 8.424479e+00
y_rep[1288] 9.186022e+00 9.269351e+00 9.577539e+00
y_rep[1289] 8.961231e+00 9.045895e+00 9.323144e+00
y_rep[1290] 8.924330e+00 9.010755e+00 9.325124e+00
y_rep[1291] 8.987814e+00 9.070860e+00 9.346923e+00
y_rep[1292] 8.836690e+00 8.927969e+00 9.195112e+00
y_rep[1293] 8.517411e+00 8.605469e+00 8.909872e+00
y_rep[1294] 8.451722e+00 8.547797e+00 8.846770e+00
y_rep[1295] 8.330693e+00 8.423991e+00 8.697963e+00
y_rep[1296] 8.167413e+00 8.259144e+00 8.555781e+00
y_rep[1297] 8.103274e+00 8.190363e+00 8.516783e+00
y_rep[1298] 8.099418e+00 8.188829e+00 8.552744e+00
y_rep[1299] 7.787035e+00 7.876386e+00 8.184859e+00
y_rep[1300] 7.987523e+00 8.083893e+00 8.389137e+00
y_rep[1301] 7.698137e+00 7.780237e+00 8.088927e+00
y_rep[1302] 7.876712e+00 7.961958e+00 8.282873e+00
y_rep[1303] 7.905528e+00 7.993204e+00 8.225628e+00
y_rep[1304] 7.922519e+00 8.018640e+00 8.316983e+00
y_rep[1305] 7.934891e+00 8.026132e+00 8.366788e+00
y_rep[1306] 8.275977e+00 8.365366e+00 8.667438e+00
y_rep[1307] 8.069597e+00 8.161243e+00 8.454028e+00
y_rep[1308] 8.002584e+00 8.090003e+00 8.403251e+00
y_rep[1309] 8.051669e+00 8.143775e+00 8.557698e+00
y_rep[1310] 8.310419e+00 8.399032e+00 8.711690e+00
y_rep[1311] 7.813057e+00 7.898614e+00 8.207054e+00
y_rep[1312] 8.393350e+00 8.486983e+00 8.798971e+00
y_rep[1313] 8.280401e+00 8.363880e+00 8.663049e+00
y_rep[1314] 8.400068e+00 8.485166e+00 8.783204e+00
y_rep[1315] 8.307172e+00 8.403986e+00 8.656139e+00
y_rep[1316] 8.226302e+00 8.319664e+00 8.665974e+00
y_rep[1317] 8.429435e+00 8.518627e+00 8.799694e+00
y_rep[1318] 8.414619e+00 8.506007e+00 8.844546e+00
y_rep[1319] 9.487346e+00 9.585176e+00 9.881030e+00
y_rep[1320] 9.695053e+00 9.786743e+00 1.010640e+01
y_rep[1321] 9.540542e+00 9.631792e+00 9.968596e+00
y_rep[1322] 9.635315e+00 9.726763e+00 1.006031e+01
y_rep[1323] 9.530203e+00 9.621406e+00 9.914826e+00
y_rep[1324] 9.596715e+00 9.680443e+00 9.970960e+00
y_rep[1325] 1.005432e+01 1.015025e+01 1.047903e+01
y_rep[1326] 9.758413e+00 9.846059e+00 1.014269e+01
y_rep[1327] 9.656810e+00 9.743449e+00 1.003373e+01
y_rep[1328] 9.626307e+00 9.715352e+00 9.999018e+00
y_rep[1329] 9.505559e+00 9.596750e+00 9.884982e+00
y_rep[1330] 9.706583e+00 9.789543e+00 1.008627e+01
y_rep[1331] 1.002599e+01 1.012099e+01 1.044225e+01
y_rep[1332] 9.809334e+00 9.904223e+00 1.022736e+01
y_rep[1333] 9.650208e+00 9.741511e+00 1.002983e+01
y_rep[1334] 9.588545e+00 9.673856e+00 9.939797e+00
y_rep[1335] 9.448397e+00 9.533090e+00 9.839425e+00
y_rep[1336] 9.839815e+00 9.932365e+00 1.028411e+01
y_rep[1337] 9.927702e+00 1.001923e+01 1.036319e+01
y_rep[1338] 9.632042e+00 9.723759e+00 9.977373e+00
y_rep[1339] 9.622101e+00 9.718187e+00 9.995224e+00
y_rep[1340] 9.689366e+00 9.779191e+00 1.011047e+01
y_rep[1341] 9.732407e+00 9.824964e+00 1.010221e+01
y_rep[1342] 9.909515e+00 9.996343e+00 1.034323e+01
y_rep[1343] 9.894264e+00 9.975841e+00 1.032449e+01
y_rep[1344] 9.934528e+00 1.003011e+01 1.037309e+01
y_rep[1345] 9.758497e+00 9.845345e+00 1.012951e+01
y_rep[1346] 9.787500e+00 9.879953e+00 1.019080e+01
y_rep[1347] 9.668985e+00 9.762018e+00 1.008319e+01
y_rep[1348] 9.610081e+00 9.703514e+00 9.997090e+00
y_rep[1349] 9.506000e+00 9.587790e+00 9.895553e+00
y_rep[1350] 9.698777e+00 9.788725e+00 1.011195e+01
y_rep[1351] 9.753073e+00 9.842448e+00 1.018591e+01
y_rep[1352] 9.711346e+00 9.798714e+00 1.013015e+01
y_rep[1353] 9.982435e+00 1.007199e+01 1.036127e+01
y_rep[1354] 9.873513e+00 9.958993e+00 1.029090e+01
y_rep[1355] 9.721765e+00 9.825747e+00 1.011245e+01
y_rep[1356] 9.751999e+00 9.842472e+00 1.011468e+01
y_rep[1357] 9.899770e+00 9.994526e+00 1.027175e+01
y_rep[1358] 9.826365e+00 9.922374e+00 1.031286e+01
y_rep[1359] 9.367789e+00 9.462559e+00 9.773015e+00
y_rep[1360] 9.225239e+00 9.319761e+00 9.590869e+00
y_rep[1361] 8.765399e+00 8.855896e+00 9.152092e+00
y_rep[1362] 8.688066e+00 8.774999e+00 9.130233e+00
y_rep[1363] 8.730886e+00 8.817955e+00 9.108279e+00
y_rep[1364] 8.494085e+00 8.586673e+00 8.875346e+00
y_rep[1365] 8.540355e+00 8.629045e+00 8.939621e+00
y_rep[1366] 8.068398e+00 8.154760e+00 8.422407e+00
y_rep[1367] 8.165407e+00 8.252720e+00 8.623001e+00
y_rep[1368] 7.892699e+00 7.979279e+00 8.273455e+00
y_rep[1369] 7.920859e+00 8.012633e+00 8.330304e+00
y_rep[1370] 7.716745e+00 7.814898e+00 8.129978e+00
y_rep[1371] 7.539482e+00 7.631396e+00 7.940696e+00
y_rep[1372] 8.019136e+00 8.112070e+00 8.387038e+00
y_rep[1373] 8.293562e+00 8.380990e+00 8.673151e+00
y_rep[1374] 7.998864e+00 8.089366e+00 8.375297e+00
y_rep[1375] 7.880113e+00 7.970285e+00 8.299537e+00
y_rep[1376] 7.772912e+00 7.859105e+00 8.160489e+00
y_rep[1377] 7.677538e+00 7.760427e+00 8.088577e+00
y_rep[1378] 7.754003e+00 7.842435e+00 8.118972e+00
y_rep[1379] 7.805433e+00 7.899013e+00 8.149588e+00
y_rep[1380] 7.479942e+00 7.576593e+00 7.883721e+00
y_rep[1381] 7.839792e+00 7.928035e+00 8.232430e+00
y_rep[1382] 8.135596e+00 8.224891e+00 8.532302e+00
y_rep[1383] 8.024957e+00 8.116074e+00 8.399942e+00
y_rep[1384] 8.456743e+00 8.551776e+00 8.893193e+00
y_rep[1385] 8.628943e+00 8.720663e+00 9.023980e+00
y_rep[1386] 8.437027e+00 8.528634e+00 8.816003e+00
y_rep[1387] 8.491708e+00 8.580409e+00 8.888980e+00
y_rep[1388] 8.416541e+00 8.511283e+00 8.802399e+00
y_rep[1389] 8.296274e+00 8.387529e+00 8.690185e+00
y_rep[1390] 8.378609e+00 8.463025e+00 8.746672e+00
y_rep[1391] 8.341850e+00 8.433666e+00 8.736783e+00
y_rep[1392] 8.254147e+00 8.344434e+00 8.612968e+00
y_rep[1393] 8.239219e+00 8.325548e+00 8.641043e+00
y_rep[1394] 8.124443e+00 8.208897e+00 8.487422e+00
y_rep[1395] 7.848121e+00 7.932356e+00 8.208284e+00
y_rep[1396] 8.241523e+00 8.332992e+00 8.616083e+00
y_rep[1397] 8.116196e+00 8.213617e+00 8.523036e+00
y_rep[1398] 8.781052e+00 8.869456e+00 9.155764e+00
y_rep[1399] 9.808764e+00 9.903604e+00 1.020044e+01
y_rep[1400] 9.356519e+00 9.448539e+00 9.810761e+00
y_rep[1401] 9.561922e+00 9.649308e+00 9.947332e+00
y_rep[1402] 9.821718e+00 9.915775e+00 1.019627e+01
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log_lik[1410] -1.832121e+00 -1.785625e+00 -1.691671e+00
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log_lik[1438] -4.950707e-01 -3.922448e-01 -1.826699e-01
log_lik[1439] -1.170108e-01 -4.528077e-02 8.326796e-02
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log_lik[1441] 9.236420e-01 9.724378e-01 1.040804e+00
log_lik[1442] 1.091606e+00 1.121208e+00 1.170478e+00
log_lik[1443] 6.610686e-01 7.123483e-01 8.032254e-01
log_lik[1444] 2.315212e-01 3.237586e-01 4.806058e-01
log_lik[1445] -5.542469e-01 -4.705056e-01 -3.189592e-01
log_lik[1446] 9.894900e-01 1.028059e+00 1.096590e+00
log_lik[1447] -6.311396e-02 5.183081e-02 2.708411e-01
log_lik[1448] 6.087444e-01 6.497678e-01 7.241739e-01
log_lik[1449] -6.870602e-01 -6.409257e-01 -5.558320e-01
log_lik[1450] -5.633860e+00 -5.505622e+00 -5.272114e+00
log_lik[1451] 8.346045e-01 9.390635e-01 1.085206e+00
log_lik[1452] 1.036281e+00 1.075440e+00 1.138160e+00
log_lik[1453] 9.676788e-02 1.443591e-01 2.204170e-01
log_lik[1454] 4.025288e-01 4.719656e-01 5.833761e-01
log_lik[1455] -1.074024e+00 -9.751366e-01 -8.048818e-01
log_lik[1456] 1.072325e+00 1.102557e+00 1.150704e+00
log_lik[1457] 3.987018e-01 4.809155e-01 6.340633e-01
log_lik[1458] 3.845784e-01 4.382315e-01 5.247605e-01
log_lik[1459] 7.607782e-01 8.297741e-01 9.367520e-01
log_lik[1460] -4.161644e+00 -4.086419e+00 -3.917353e+00
y_hat 1.230555e+01 1.239192e+01 1.274409e+01
lp__ 1.326437e+03 1.327651e+03 1.329265e+03
, , chains = chain:2
stats
parameter mean sd 2.5% 25%
alpha 1.230530e+01 0.003806515 1.229821e+01 1.230269e+01
beta[1] 6.277823e-01 0.101428693 4.297778e-01 5.553780e-01
beta[2] 6.565948e-01 0.112180483 4.369192e-01 5.830092e-01
beta[3] 1.907056e+00 0.120660554 1.671460e+00 1.826007e+00
beta_mu[1] -3.989330e-01 16.599269835 -3.243773e+01 -1.167900e+01
beta_mu[2] 6.005707e-01 16.548857687 -3.061938e+01 -1.040815e+01
beta_mu[3] 1.488301e+00 16.194473126 -3.080703e+01 -9.525443e+00
sigma 1.162908e-01 0.004088672 1.083801e-01 1.134204e-01
nu 2.704783e+00 0.216957753 2.297984e+00 2.562976e+00
mu[1] 1.651804e+01 0.007596615 1.650338e+01 1.651299e+01
mu[2] 1.685617e+01 0.008316829 1.683991e+01 1.685048e+01
mu[3] 1.641260e+01 0.009669184 1.639352e+01 1.640602e+01
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mu[1400] 9.355708e+00 0.006990069 9.341354e+00 9.351028e+00
mu[1401] 9.564048e+00 0.006699590 9.550668e+00 9.559572e+00
mu[1402] 9.825891e+00 0.007527609 9.811583e+00 9.820888e+00
mu[1403] 1.000033e+01 0.004704405 9.991372e+00 9.997150e+00
mu[1404] 9.883276e+00 0.006069095 9.870970e+00 9.879111e+00
mu[1405] 9.765239e+00 0.006685015 9.751950e+00 9.760937e+00
mu[1406] 9.789177e+00 0.006645128 9.776653e+00 9.784802e+00
mu[1407] 9.656968e+00 0.005817973 9.645512e+00 9.652876e+00
mu[1408] 9.756271e+00 0.007572600 9.742122e+00 9.750967e+00
mu[1409] 1.002012e+01 0.007079642 1.000596e+01 1.001526e+01
mu[1410] 9.963951e+00 0.006562140 9.951594e+00 9.959374e+00
mu[1411] 1.021866e+01 0.009102357 1.020118e+01 1.021253e+01
mu[1412] 1.011284e+01 0.006966884 1.009894e+01 1.010832e+01
mu[1413] 1.021181e+01 0.004420624 1.020352e+01 1.020884e+01
mu[1414] 1.090290e+01 0.017126282 1.087003e+01 1.089131e+01
mu[1415] 1.359361e+01 0.013316202 1.356801e+01 1.358457e+01
mu[1416] 1.328540e+01 0.006632356 1.327264e+01 1.328093e+01
mu[1417] 1.364933e+01 0.004751831 1.364048e+01 1.364616e+01
mu[1418] 1.376366e+01 0.009925970 1.374460e+01 1.375705e+01
mu[1419] 1.399591e+01 0.013974292 1.396785e+01 1.398679e+01
mu[1420] 1.473666e+01 0.011616756 1.471393e+01 1.472890e+01
mu[1421] 1.462719e+01 0.005391447 1.461674e+01 1.462348e+01
mu[1422] 1.450891e+01 0.008032950 1.449350e+01 1.450305e+01
mu[1423] 1.506130e+01 0.008011613 1.504536e+01 1.505592e+01
mu[1424] 1.849347e+01 0.028793860 1.843673e+01 1.847366e+01
mu[1425] 1.794692e+01 0.025438650 1.789590e+01 1.793007e+01
mu[1426] 1.727509e+01 0.010036645 1.725651e+01 1.726779e+01
mu[1427] 1.796186e+01 0.029506394 1.790229e+01 1.794152e+01
mu[1428] 1.803360e+01 0.021964137 1.799015e+01 1.801908e+01
mu[1429] 1.762772e+01 0.011741949 1.760498e+01 1.761991e+01
mu[1430] 1.779279e+01 0.008633546 1.777550e+01 1.778724e+01
mu[1431] 1.854763e+01 0.014681549 1.851929e+01 1.853735e+01
mu[1432] 1.851210e+01 0.020835985 1.847149e+01 1.849814e+01
mu[1433] 1.889717e+01 0.018245206 1.886249e+01 1.888529e+01
mu[1434] 1.840038e+01 0.009474011 1.838169e+01 1.839413e+01
mu[1435] 1.843519e+01 0.011216472 1.841421e+01 1.842725e+01
mu[1436] 1.823153e+01 0.013324058 1.820489e+01 1.822294e+01
mu[1437] 1.826646e+01 0.009555095 1.824774e+01 1.825989e+01
mu[1438] 1.783061e+01 0.016036745 1.779955e+01 1.781985e+01
mu[1439] 1.817650e+01 0.010033732 1.815754e+01 1.816939e+01
mu[1440] 1.776309e+01 0.008843195 1.774565e+01 1.775689e+01
mu[1441] 1.765977e+01 0.010467070 1.763977e+01 1.765280e+01
mu[1442] 1.698139e+01 0.014344044 1.695279e+01 1.697217e+01
mu[1443] 1.685972e+01 0.009218957 1.684231e+01 1.685336e+01
mu[1444] 1.698260e+01 0.013956042 1.695541e+01 1.697368e+01
mu[1445] 1.686924e+01 0.012211554 1.684584e+01 1.686104e+01
mu[1446] 1.585679e+01 0.011421570 1.583540e+01 1.584872e+01
mu[1447] 1.456209e+01 0.018214340 1.452817e+01 1.454930e+01
mu[1448] 1.443262e+01 0.007194307 1.441856e+01 1.442791e+01
mu[1449] 1.433654e+01 0.005378568 1.432612e+01 1.433287e+01
mu[1450] 1.347644e+01 0.012938543 1.345169e+01 1.346715e+01
mu[1451] 1.496858e+01 0.023766286 1.492171e+01 1.495293e+01
mu[1452] 1.471336e+01 0.012989841 1.468780e+01 1.470491e+01
mu[1453] 1.550708e+01 0.006224690 1.549505e+01 1.550291e+01
mu[1454] 1.542946e+01 0.010504534 1.540890e+01 1.542240e+01
mu[1455] 1.553262e+01 0.015065020 1.550334e+01 1.552263e+01
mu[1456] 1.594449e+01 0.010018103 1.592587e+01 1.593745e+01
mu[1457] 1.625078e+01 0.013740936 1.622487e+01 1.624114e+01
mu[1458] 1.580309e+01 0.007840270 1.578789e+01 1.579773e+01
mu[1459] 1.609525e+01 0.013149076 1.606903e+01 1.608572e+01
mu[1460] 1.628627e+01 0.007204141 1.627240e+01 1.628124e+01
y_rep[1] 1.650904e+01 0.216795743 1.613610e+01 1.642628e+01
y_rep[2] 1.686020e+01 0.199795391 1.649803e+01 1.677126e+01
y_rep[3] 1.642312e+01 0.198155576 1.603394e+01 1.632974e+01
y_rep[4] 1.710469e+01 0.258686922 1.672567e+01 1.701606e+01
y_rep[5] 1.716348e+01 0.220093022 1.678721e+01 1.706595e+01
y_rep[6] 1.769395e+01 0.229055624 1.724159e+01 1.759768e+01
y_rep[7] 1.736575e+01 0.204771794 1.700701e+01 1.727148e+01
y_rep[8] 1.763476e+01 0.214674709 1.728088e+01 1.754174e+01
y_rep[9] 1.735381e+01 0.217670443 1.696479e+01 1.726187e+01
y_rep[10] 1.780954e+01 0.191909449 1.744304e+01 1.772234e+01
y_rep[11] 1.802587e+01 0.194693069 1.768400e+01 1.793144e+01
y_rep[12] 1.915176e+01 0.230531649 1.872897e+01 1.905355e+01
y_rep[13] 1.896190e+01 0.221212869 1.857412e+01 1.886757e+01
y_rep[14] 1.842554e+01 0.250764927 1.802832e+01 1.834084e+01
y_rep[15] 1.751528e+01 0.458366320 1.711237e+01 1.742253e+01
y_rep[16] 1.689380e+01 0.204939921 1.649247e+01 1.679591e+01
y_rep[17] 1.720296e+01 0.325547936 1.683142e+01 1.711137e+01
y_rep[18] 1.747380e+01 0.221323400 1.706700e+01 1.738363e+01
y_rep[19] 1.720279e+01 0.240636729 1.683666e+01 1.710960e+01
y_rep[20] 1.647541e+01 0.212703899 1.611496e+01 1.638676e+01
y_rep[21] 1.623467e+01 0.200858106 1.584065e+01 1.614721e+01
y_rep[22] 1.638119e+01 0.204432330 1.599085e+01 1.629508e+01
y_rep[23] 1.633203e+01 0.231198831 1.588414e+01 1.624615e+01
y_rep[24] 1.682566e+01 0.199618768 1.641966e+01 1.674426e+01
y_rep[25] 1.693814e+01 0.186842052 1.654486e+01 1.684826e+01
y_rep[26] 1.617966e+01 0.231623182 1.577877e+01 1.609804e+01
y_rep[27] 1.606520e+01 0.193448572 1.573070e+01 1.596967e+01
y_rep[28] 1.584957e+01 0.240600084 1.550664e+01 1.575697e+01
y_rep[29] 1.543355e+01 0.194860223 1.504389e+01 1.534794e+01
y_rep[30] 1.523563e+01 0.186275222 1.483972e+01 1.515022e+01
y_rep[31] 1.531131e+01 0.198175030 1.492801e+01 1.522850e+01
y_rep[32] 1.469457e+01 0.238117052 1.433516e+01 1.459354e+01
y_rep[33] 1.415218e+01 0.186861732 1.378207e+01 1.406936e+01
y_rep[34] 1.393557e+01 0.234043712 1.354988e+01 1.383690e+01
y_rep[35] 1.322749e+01 0.255253684 1.284453e+01 1.313108e+01
y_rep[36] 1.317457e+01 0.213364753 1.278735e+01 1.308470e+01
y_rep[37] 1.361557e+01 0.211223366 1.321496e+01 1.353238e+01
y_rep[38] 1.480806e+01 0.235798421 1.441554e+01 1.471864e+01
y_rep[39] 1.522266e+01 0.209150325 1.484100e+01 1.513048e+01
y_rep[40] 1.479989e+01 0.206740536 1.443047e+01 1.470499e+01
y_rep[41] 1.468185e+01 0.242122133 1.428469e+01 1.459359e+01
y_rep[42] 1.489591e+01 0.232961961 1.449094e+01 1.480237e+01
y_rep[43] 1.475757e+01 0.200639206 1.435750e+01 1.466779e+01
y_rep[44] 1.523018e+01 0.235304196 1.485541e+01 1.514299e+01
y_rep[45] 1.463408e+01 0.194878578 1.423355e+01 1.454524e+01
y_rep[46] 1.377735e+01 0.205919788 1.340016e+01 1.367903e+01
y_rep[47] 1.360179e+01 0.204709776 1.320693e+01 1.351639e+01
y_rep[48] 1.380109e+01 0.214171817 1.336675e+01 1.370978e+01
y_rep[49] 1.449518e+01 0.202136103 1.409281e+01 1.440502e+01
y_rep[50] 1.493807e+01 0.245915793 1.451809e+01 1.484663e+01
y_rep[51] 1.501006e+01 0.232735092 1.461612e+01 1.491854e+01
y_rep[52] 1.439949e+01 0.219893069 1.398169e+01 1.430939e+01
y_rep[53] 1.423420e+01 0.205449801 1.385190e+01 1.415160e+01
y_rep[54] 1.432028e+01 0.211888863 1.391553e+01 1.423100e+01
y_rep[55] 1.424251e+01 0.200996103 1.384912e+01 1.415261e+01
y_rep[56] 1.432882e+01 0.208917167 1.392674e+01 1.423857e+01
y_rep[57] 1.449685e+01 0.205238138 1.405393e+01 1.441921e+01
y_rep[58] 1.470289e+01 0.206518733 1.430055e+01 1.460894e+01
y_rep[59] 1.411766e+01 0.206933238 1.371485e+01 1.403215e+01
y_rep[60] 1.394842e+01 0.246450513 1.353816e+01 1.385786e+01
y_rep[61] 1.308744e+01 0.216885423 1.269530e+01 1.298907e+01
y_rep[62] 1.303768e+01 0.235564567 1.261582e+01 1.295169e+01
y_rep[63] 1.415938e+01 0.242494638 1.381131e+01 1.407271e+01
y_rep[64] 1.397641e+01 0.217486763 1.361489e+01 1.389186e+01
y_rep[65] 1.357759e+01 0.190113376 1.322177e+01 1.348469e+01
y_rep[66] 1.328865e+01 0.209944603 1.287569e+01 1.320175e+01
y_rep[67] 1.340958e+01 0.240817481 1.303107e+01 1.330301e+01
y_rep[68] 1.356365e+01 0.204505284 1.315968e+01 1.347235e+01
y_rep[69] 1.387111e+01 0.208805093 1.346293e+01 1.378387e+01
y_rep[70] 1.402746e+01 0.220011940 1.358456e+01 1.394275e+01
y_rep[71] 1.381665e+01 0.221159007 1.342194e+01 1.372737e+01
y_rep[72] 1.290143e+01 0.216533952 1.247303e+01 1.281126e+01
y_rep[73] 1.234071e+01 0.216460434 1.193242e+01 1.225671e+01
y_rep[74] 1.226926e+01 0.206493172 1.188985e+01 1.217939e+01
y_rep[75] 1.220610e+01 0.183638438 1.186806e+01 1.211221e+01
y_rep[76] 1.293041e+01 0.275783851 1.253334e+01 1.284425e+01
y_rep[77] 1.295340e+01 0.249314241 1.250795e+01 1.286608e+01
y_rep[78] 1.286083e+01 0.201924976 1.252321e+01 1.276605e+01
y_rep[79] 1.239632e+01 0.200485879 1.199137e+01 1.231601e+01
y_rep[80] 1.238308e+01 0.180344515 1.201455e+01 1.229804e+01
y_rep[81] 1.233017e+01 0.224962657 1.192360e+01 1.224391e+01
y_rep[82] 1.249289e+01 0.215187248 1.210897e+01 1.240571e+01
y_rep[83] 1.269935e+01 0.229555503 1.233022e+01 1.260319e+01
y_rep[84] 1.294008e+01 0.216703679 1.250175e+01 1.285880e+01
y_rep[85] 1.260769e+01 0.210755064 1.219885e+01 1.251952e+01
y_rep[86] 1.210116e+01 0.204389685 1.174200e+01 1.202283e+01
y_rep[87] 1.283617e+01 0.220051969 1.238939e+01 1.274382e+01
y_rep[88] 1.312580e+01 0.219467222 1.271874e+01 1.303439e+01
y_rep[89] 1.307647e+01 0.196732028 1.267487e+01 1.298956e+01
y_rep[90] 1.379497e+01 0.205165640 1.341250e+01 1.370488e+01
y_rep[91] 1.380435e+01 0.208756715 1.342104e+01 1.372096e+01
y_rep[92] 1.346094e+01 0.200785305 1.309187e+01 1.336881e+01
y_rep[93] 1.314349e+01 0.220939912 1.273453e+01 1.305503e+01
y_rep[94] 1.338517e+01 0.280880795 1.300240e+01 1.328900e+01
y_rep[95] 1.338904e+01 0.241291261 1.301508e+01 1.329878e+01
y_rep[96] 1.359730e+01 0.197768522 1.317697e+01 1.350701e+01
y_rep[97] 1.374681e+01 0.209622069 1.335777e+01 1.365426e+01
y_rep[98] 1.348366e+01 0.218369219 1.304475e+01 1.339588e+01
y_rep[99] 1.302185e+01 0.219600585 1.266332e+01 1.293759e+01
y_rep[100] 1.281269e+01 0.218444790 1.243283e+01 1.272424e+01
y_rep[101] 1.278216e+01 0.237760696 1.242984e+01 1.269231e+01
y_rep[102] 1.318797e+01 0.208848348 1.276077e+01 1.310267e+01
y_rep[103] 1.414878e+01 0.207225537 1.374201e+01 1.406093e+01
y_rep[104] 1.369847e+01 0.208577635 1.332806e+01 1.361039e+01
y_rep[105] 1.346348e+01 0.223088525 1.306734e+01 1.337665e+01
y_rep[106] 1.336961e+01 0.228353585 1.302178e+01 1.328175e+01
y_rep[107] 1.287839e+01 0.214161586 1.250321e+01 1.279402e+01
y_rep[108] 1.294749e+01 0.235707169 1.254571e+01 1.285263e+01
y_rep[109] 1.348141e+01 0.215167232 1.309226e+01 1.339128e+01
y_rep[110] 1.340969e+01 0.210558000 1.303395e+01 1.332455e+01
y_rep[111] 1.285680e+01 0.219037639 1.245202e+01 1.276550e+01
y_rep[112] 1.279701e+01 0.202935349 1.243389e+01 1.270660e+01
y_rep[113] 1.187273e+01 0.245420958 1.146078e+01 1.178803e+01
y_rep[114] 1.138211e+01 0.216471396 1.099389e+01 1.129028e+01
y_rep[115] 1.157728e+01 0.227909137 1.119996e+01 1.147992e+01
y_rep[116] 1.209085e+01 0.237225787 1.169174e+01 1.200947e+01
y_rep[117] 1.208117e+01 0.234194713 1.161280e+01 1.199610e+01
y_rep[118] 1.166490e+01 0.207980870 1.125678e+01 1.158176e+01
y_rep[119] 1.153999e+01 0.215479270 1.108549e+01 1.146349e+01
y_rep[120] 1.118988e+01 0.217050454 1.080838e+01 1.109764e+01
y_rep[121] 1.117544e+01 0.199040361 1.080728e+01 1.107696e+01
y_rep[122] 1.162149e+01 0.249809754 1.120285e+01 1.152750e+01
y_rep[123] 1.197405e+01 0.220534151 1.158694e+01 1.188803e+01
y_rep[124] 1.208172e+01 0.219566082 1.160139e+01 1.199829e+01
y_rep[125] 1.196999e+01 0.222237357 1.158330e+01 1.187182e+01
y_rep[126] 1.147253e+01 0.212312594 1.108235e+01 1.138004e+01
y_rep[127] 1.110846e+01 0.218522339 1.071625e+01 1.102253e+01
y_rep[128] 1.124325e+01 0.224070448 1.086576e+01 1.114645e+01
y_rep[129] 1.129115e+01 0.228245244 1.091550e+01 1.120953e+01
y_rep[130] 1.147253e+01 0.223662593 1.105390e+01 1.138061e+01
y_rep[131] 1.143874e+01 0.226262692 1.100662e+01 1.135343e+01
y_rep[132] 1.085595e+01 0.237923848 1.044646e+01 1.076613e+01
y_rep[133] 1.056619e+01 0.232110433 1.018748e+01 1.046845e+01
y_rep[134] 1.068844e+01 0.194084320 1.031596e+01 1.059872e+01
y_rep[135] 1.089638e+01 0.281625259 1.050915e+01 1.081868e+01
y_rep[136] 1.077079e+01 0.222676324 1.031699e+01 1.068836e+01
y_rep[137] 1.154078e+01 0.189031706 1.118864e+01 1.144601e+01
y_rep[138] 1.151629e+01 0.244594399 1.109236e+01 1.141867e+01
y_rep[139] 1.107922e+01 0.214721870 1.066612e+01 1.098679e+01
y_rep[140] 1.083115e+01 0.641748297 1.041497e+01 1.071818e+01
y_rep[141] 1.164710e+01 0.185599738 1.123810e+01 1.155836e+01
y_rep[142] 1.125407e+01 0.243813242 1.086938e+01 1.115174e+01
y_rep[143] 1.135850e+01 0.209216165 1.096170e+01 1.127262e+01
y_rep[144] 1.126598e+01 0.775734178 1.087980e+01 1.120474e+01
y_rep[145] 1.052613e+01 0.206683436 1.011267e+01 1.044373e+01
y_rep[146] 1.024381e+01 0.225102213 9.803091e+00 1.015613e+01
y_rep[147] 1.027721e+01 0.191889083 9.924271e+00 1.019377e+01
y_rep[148] 1.065475e+01 0.294464583 1.026227e+01 1.055196e+01
y_rep[149] 1.057845e+01 0.232104439 1.013530e+01 1.049528e+01
y_rep[150] 1.084512e+01 0.245917387 1.044788e+01 1.075360e+01
y_rep[151] 1.071081e+01 0.236184997 1.028965e+01 1.062166e+01
y_rep[152] 1.065604e+01 0.206361782 1.022568e+01 1.057605e+01
y_rep[153] 1.019896e+01 0.212535236 9.814997e+00 1.010556e+01
y_rep[154] 1.002284e+01 0.216293893 9.663902e+00 9.942187e+00
y_rep[155] 1.018820e+01 0.221037387 9.752104e+00 1.010069e+01
y_rep[156] 1.090285e+01 0.212371042 1.053279e+01 1.081011e+01
y_rep[157] 1.117744e+01 0.215752252 1.076002e+01 1.109563e+01
y_rep[158] 1.132331e+01 0.212220234 1.090916e+01 1.123313e+01
y_rep[159] 1.118369e+01 0.214446215 1.075805e+01 1.109187e+01
y_rep[160] 1.046288e+01 0.247262493 1.011271e+01 1.037314e+01
y_rep[161] 1.026894e+01 0.197538809 9.859166e+00 1.018870e+01
y_rep[162] 1.077186e+01 0.185806265 1.040149e+01 1.068492e+01
y_rep[163] 1.090401e+01 0.212594729 1.047454e+01 1.081210e+01
y_rep[164] 1.083972e+01 0.192993189 1.043799e+01 1.075281e+01
y_rep[165] 1.079710e+01 0.208231672 1.040782e+01 1.070736e+01
y_rep[166] 1.091674e+01 0.203742221 1.049887e+01 1.082928e+01
y_rep[167] 1.071904e+01 0.215622590 1.030022e+01 1.063462e+01
y_rep[168] 1.062257e+01 0.194544773 1.028593e+01 1.053096e+01
y_rep[169] 1.330145e+01 0.210045099 1.293599e+01 1.320494e+01
y_rep[170] 1.747725e+01 0.317526714 1.702906e+01 1.736591e+01
y_rep[171] 1.649150e+01 0.202930740 1.611200e+01 1.639952e+01
y_rep[172] 1.665798e+01 0.248108948 1.628152e+01 1.657143e+01
y_rep[173] 1.692728e+01 0.241569124 1.646109e+01 1.684116e+01
y_rep[174] 1.698768e+01 0.254904259 1.657086e+01 1.689892e+01
y_rep[175] 1.759428e+01 0.209548774 1.721837e+01 1.749541e+01
y_rep[176] 1.787206e+01 0.196630423 1.748801e+01 1.778147e+01
y_rep[177] 1.723442e+01 0.201866895 1.686326e+01 1.714600e+01
y_rep[178] 1.739930e+01 0.223412045 1.702810e+01 1.730841e+01
y_rep[179] 1.761640e+01 0.200537499 1.725927e+01 1.751946e+01
y_rep[180] 1.737270e+01 0.188080685 1.701816e+01 1.728289e+01
y_rep[181] 1.720172e+01 0.223144883 1.678640e+01 1.711415e+01
y_rep[182] 1.724651e+01 0.192033518 1.683000e+01 1.715529e+01
y_rep[183] 1.688392e+01 0.194516092 1.649570e+01 1.678925e+01
y_rep[184] 1.732577e+01 0.207885561 1.689940e+01 1.723845e+01
y_rep[185] 1.751413e+01 0.193208414 1.714760e+01 1.742483e+01
y_rep[186] 1.710006e+01 0.198217690 1.676856e+01 1.700354e+01
y_rep[187] 1.711260e+01 0.236611712 1.667226e+01 1.703033e+01
y_rep[188] 1.709886e+01 0.205183148 1.671923e+01 1.700658e+01
y_rep[189] 1.754028e+01 0.198956219 1.716510e+01 1.745065e+01
y_rep[190] 1.768192e+01 0.265627253 1.730615e+01 1.758282e+01
y_rep[191] 1.871968e+01 0.245738638 1.831201e+01 1.862264e+01
y_rep[192] 1.725210e+01 0.209349373 1.686618e+01 1.715247e+01
y_rep[193] 1.433120e+01 0.192598840 1.396554e+01 1.423937e+01
y_rep[194] 1.420371e+01 0.183034893 1.384456e+01 1.412001e+01
y_rep[195] 1.382059e+01 0.205479341 1.342929e+01 1.373376e+01
y_rep[196] 1.313328e+01 0.213644347 1.276604e+01 1.303376e+01
y_rep[197] 1.291013e+01 0.238480985 1.246596e+01 1.281806e+01
y_rep[198] 1.321477e+01 0.214636931 1.285260e+01 1.312407e+01
y_rep[199] 1.394607e+01 0.226008025 1.352116e+01 1.386001e+01
y_rep[200] 1.392528e+01 0.231796804 1.355091e+01 1.382650e+01
y_rep[201] 1.363720e+01 0.205657692 1.321903e+01 1.354782e+01
y_rep[202] 1.316298e+01 0.197043108 1.277304e+01 1.306531e+01
y_rep[203] 1.305102e+01 0.224169191 1.265128e+01 1.294824e+01
y_rep[204] 1.440762e+01 0.217612902 1.398988e+01 1.432290e+01
y_rep[205] 1.554651e+01 0.232111068 1.517215e+01 1.545885e+01
y_rep[206] 1.546750e+01 0.263960077 1.511329e+01 1.537203e+01
y_rep[207] 1.515662e+01 0.394882543 1.475212e+01 1.505298e+01
y_rep[208] 1.517256e+01 0.194814409 1.476023e+01 1.508765e+01
y_rep[209] 1.474320e+01 0.227696654 1.435011e+01 1.465442e+01
y_rep[210] 1.479914e+01 0.209504882 1.441849e+01 1.470436e+01
y_rep[211] 1.483930e+01 0.246814617 1.443476e+01 1.475000e+01
y_rep[212] 1.493990e+01 0.223315912 1.448160e+01 1.484718e+01
y_rep[213] 1.445956e+01 0.202371866 1.408786e+01 1.436538e+01
y_rep[214] 1.406796e+01 0.196790473 1.371101e+01 1.397541e+01
y_rep[215] 1.364005e+01 0.227122506 1.325252e+01 1.355454e+01
y_rep[216] 1.344685e+01 0.268074084 1.308249e+01 1.335801e+01
y_rep[217] 1.354782e+01 0.204024174 1.315194e+01 1.345828e+01
y_rep[218] 1.408449e+01 0.213769537 1.368883e+01 1.399665e+01
y_rep[219] 1.436468e+01 0.219118124 1.398265e+01 1.426459e+01
y_rep[220] 1.417540e+01 0.242193868 1.379568e+01 1.409457e+01
y_rep[221] 1.375553e+01 0.201376434 1.339224e+01 1.366668e+01
y_rep[222] 1.314718e+01 0.235572536 1.275767e+01 1.304955e+01
y_rep[223] 1.317110e+01 0.209861877 1.279416e+01 1.307567e+01
y_rep[224] 1.315911e+01 0.205479117 1.271720e+01 1.306784e+01
y_rep[225] 1.361456e+01 0.208434988 1.318438e+01 1.352523e+01
y_rep[226] 1.328285e+01 0.234240123 1.287070e+01 1.320506e+01
y_rep[227] 1.271486e+01 0.195968916 1.230071e+01 1.262046e+01
y_rep[228] 1.194665e+01 0.200228695 1.155418e+01 1.185298e+01
y_rep[229] 1.172139e+01 0.194251511 1.134291e+01 1.163469e+01
y_rep[230] 1.150548e+01 0.187212236 1.113239e+01 1.141634e+01
y_rep[231] 1.164460e+01 0.232595047 1.120161e+01 1.155471e+01
y_rep[232] 1.261707e+01 0.262358164 1.220940e+01 1.251612e+01
y_rep[233] 1.261134e+01 0.290101728 1.217609e+01 1.251471e+01
y_rep[234] 1.214468e+01 0.207397316 1.180207e+01 1.205317e+01
y_rep[235] 1.236743e+01 0.233254293 1.198677e+01 1.228029e+01
y_rep[236] 1.260853e+01 0.202520900 1.225083e+01 1.251887e+01
y_rep[237] 1.265158e+01 0.219194195 1.225657e+01 1.255861e+01
y_rep[238] 1.261069e+01 0.194707240 1.222142e+01 1.252422e+01
y_rep[239] 1.348631e+01 0.430767817 1.307176e+01 1.338964e+01
y_rep[240] 1.404426e+01 0.200456384 1.367230e+01 1.394945e+01
y_rep[241] 1.351924e+01 0.220179577 1.313081e+01 1.342401e+01
y_rep[242] 1.345798e+01 0.242496845 1.309184e+01 1.336448e+01
y_rep[243] 1.352839e+01 0.228805797 1.312634e+01 1.343619e+01
y_rep[244] 1.355347e+01 0.218927732 1.309143e+01 1.346930e+01
y_rep[245] 1.384830e+01 0.200465657 1.345566e+01 1.375868e+01
y_rep[246] 1.443841e+01 0.203923366 1.400241e+01 1.435393e+01
y_rep[247] 1.405636e+01 0.198503702 1.365336e+01 1.396911e+01
y_rep[248] 1.369598e+01 0.203584905 1.332979e+01 1.359712e+01
y_rep[249] 1.383697e+01 0.253193046 1.343663e+01 1.374402e+01
y_rep[250] 1.353069e+01 0.228371082 1.310648e+01 1.344051e+01
y_rep[251] 1.414333e+01 0.211709663 1.375485e+01 1.406564e+01
y_rep[252] 1.454991e+01 0.200787565 1.413525e+01 1.446054e+01
y_rep[253] 1.455654e+01 0.200394804 1.415741e+01 1.447460e+01
y_rep[254] 1.414402e+01 0.212017944 1.374455e+01 1.405711e+01
y_rep[255] 1.374007e+01 0.211321764 1.334034e+01 1.364966e+01
y_rep[256] 1.370352e+01 0.214580394 1.327385e+01 1.360983e+01
y_rep[257] 1.394692e+01 0.210010234 1.356209e+01 1.385579e+01
y_rep[258] 1.393212e+01 0.210432855 1.354016e+01 1.383839e+01
y_rep[259] 1.362676e+01 0.224397066 1.326395e+01 1.352567e+01
y_rep[260] 1.359184e+01 0.193316636 1.316889e+01 1.349652e+01
y_rep[261] 1.352012e+01 0.231123268 1.311053e+01 1.342968e+01
y_rep[262] 1.241000e+01 0.228314767 1.201958e+01 1.231682e+01
y_rep[263] 1.212835e+01 0.211828042 1.171655e+01 1.203350e+01
y_rep[264] 1.237261e+01 0.203839688 1.197098e+01 1.227274e+01
y_rep[265] 1.244803e+01 0.233247960 1.203131e+01 1.235784e+01
y_rep[266] 1.343870e+01 0.214734999 1.308173e+01 1.334762e+01
y_rep[267] 1.317270e+01 0.208477620 1.279891e+01 1.307911e+01
y_rep[268] 1.270947e+01 0.289811134 1.229421e+01 1.261694e+01
y_rep[269] 1.257173e+01 0.201365366 1.219309e+01 1.248587e+01
y_rep[270] 1.304399e+01 0.215257281 1.265086e+01 1.294654e+01
y_rep[271] 1.353055e+01 0.209553587 1.309709e+01 1.344014e+01
y_rep[272] 1.375473e+01 0.193783180 1.338313e+01 1.367047e+01
y_rep[273] 1.356802e+01 0.212207230 1.314932e+01 1.347053e+01
y_rep[274] 1.347730e+01 0.219118366 1.307666e+01 1.338337e+01
y_rep[275] 1.282586e+01 0.196164044 1.249472e+01 1.273167e+01
y_rep[276] 1.266946e+01 0.211169363 1.228231e+01 1.257527e+01
y_rep[277] 1.270727e+01 0.205315192 1.233763e+01 1.261809e+01
y_rep[278] 1.286204e+01 0.202470705 1.246943e+01 1.276769e+01
y_rep[279] 1.284483e+01 0.196015482 1.245534e+01 1.275797e+01
y_rep[280] 1.290675e+01 0.209898675 1.252890e+01 1.281013e+01
y_rep[281] 1.280494e+01 0.197146583 1.242707e+01 1.271683e+01
y_rep[282] 1.263118e+01 0.207629677 1.227126e+01 1.253729e+01
y_rep[283] 1.323454e+01 0.226271054 1.283542e+01 1.314586e+01
y_rep[284] 1.307506e+01 0.212238729 1.270518e+01 1.298710e+01
y_rep[285] 1.358647e+01 0.257201020 1.322106e+01 1.349823e+01
y_rep[286] 1.367663e+01 0.256753411 1.322607e+01 1.359335e+01
y_rep[287] 1.348695e+01 0.197986345 1.313030e+01 1.340103e+01
y_rep[288] 1.321020e+01 0.193874135 1.280751e+01 1.312367e+01
y_rep[289] 1.283186e+01 0.223603486 1.247631e+01 1.273840e+01
y_rep[290] 1.273413e+01 0.239996512 1.230150e+01 1.263914e+01
y_rep[291] 1.290429e+01 0.204495150 1.254128e+01 1.280973e+01
y_rep[292] 1.304714e+01 0.238562368 1.265205e+01 1.296087e+01
y_rep[293] 1.281204e+01 0.198908869 1.245184e+01 1.271445e+01
y_rep[294] 1.262941e+01 0.194981545 1.220779e+01 1.254543e+01
y_rep[295] 1.293599e+01 0.232788816 1.253983e+01 1.285892e+01
y_rep[296] 1.347481e+01 0.195418597 1.308580e+01 1.338682e+01
y_rep[297] 1.317651e+01 0.220550952 1.277470e+01 1.308050e+01
y_rep[298] 1.451830e+01 0.198247972 1.415723e+01 1.443339e+01
y_rep[299] 1.464289e+01 0.208791452 1.426294e+01 1.455115e+01
y_rep[300] 1.492284e+01 0.430726684 1.455947e+01 1.483584e+01
y_rep[301] 1.489654e+01 0.281194684 1.453371e+01 1.479350e+01
y_rep[302] 1.487607e+01 0.201927659 1.447595e+01 1.477980e+01
y_rep[303] 1.477545e+01 0.215534870 1.432279e+01 1.468709e+01
y_rep[304] 1.488890e+01 0.244237856 1.451235e+01 1.479361e+01
y_rep[305] 1.486335e+01 0.220547662 1.448836e+01 1.477001e+01
y_rep[306] 1.461714e+01 0.215470415 1.418190e+01 1.452293e+01
y_rep[307] 1.463756e+01 0.201583733 1.425373e+01 1.455503e+01
y_rep[308] 1.462674e+01 0.211281316 1.423882e+01 1.453694e+01
y_rep[309] 1.556542e+01 0.368052084 1.516919e+01 1.546785e+01
y_rep[310] 1.601743e+01 0.319921792 1.563304e+01 1.591594e+01
y_rep[311] 1.576872e+01 0.223186836 1.537480e+01 1.566304e+01
y_rep[312] 1.570827e+01 0.210688037 1.530403e+01 1.561905e+01
y_rep[313] 1.586904e+01 0.214264720 1.546377e+01 1.577550e+01
y_rep[314] 1.568738e+01 0.207439458 1.525017e+01 1.559907e+01
y_rep[315] 1.535421e+01 0.209487579 1.496275e+01 1.525745e+01
y_rep[316] 1.521813e+01 0.207936889 1.486615e+01 1.512432e+01
y_rep[317] 1.490664e+01 0.205066552 1.452991e+01 1.482429e+01
y_rep[318] 1.470987e+01 0.206043516 1.430563e+01 1.462531e+01
y_rep[319] 1.481016e+01 0.238382402 1.431130e+01 1.472104e+01
y_rep[320] 1.406894e+01 0.202964691 1.367296e+01 1.398025e+01
y_rep[321] 1.315490e+01 0.228354903 1.280564e+01 1.306270e+01
y_rep[322] 1.308523e+01 0.211952772 1.264366e+01 1.299573e+01
y_rep[323] 1.258756e+01 0.217208467 1.219677e+01 1.250396e+01
y_rep[324] 1.282496e+01 0.224258732 1.241198e+01 1.272483e+01
y_rep[325] 1.312723e+01 0.231561053 1.274204e+01 1.303391e+01
y_rep[326] 1.324726e+01 0.181192747 1.284796e+01 1.315785e+01
y_rep[327] 1.357724e+01 0.184916635 1.323430e+01 1.348692e+01
y_rep[328] 1.349758e+01 0.210076051 1.312619e+01 1.340764e+01
y_rep[329] 1.351544e+01 0.200865570 1.312239e+01 1.342789e+01
y_rep[330] 1.354861e+01 0.217496544 1.317920e+01 1.345856e+01
y_rep[331] 1.358165e+01 0.182524623 1.323981e+01 1.348982e+01
y_rep[332] 1.288831e+01 0.244441423 1.246461e+01 1.280193e+01
y_rep[333] 1.347937e+01 0.220094795 1.307396e+01 1.339019e+01
y_rep[334] 1.361694e+01 0.207254569 1.324358e+01 1.352419e+01
y_rep[335] 1.341751e+01 0.219912313 1.298473e+01 1.332417e+01
y_rep[336] 1.319768e+01 0.208965089 1.278842e+01 1.311126e+01
y_rep[337] 1.318462e+01 0.202757007 1.279644e+01 1.308848e+01
y_rep[338] 1.369290e+01 0.257194580 1.330615e+01 1.360531e+01
y_rep[339] 1.387550e+01 0.203463425 1.349634e+01 1.378905e+01
y_rep[340] 1.415020e+01 0.234293144 1.372227e+01 1.406485e+01
y_rep[341] 1.382146e+01 0.225670408 1.345353e+01 1.372745e+01
y_rep[342] 1.394123e+01 0.195206597 1.355844e+01 1.385082e+01
y_rep[343] 1.421764e+01 0.196503294 1.383780e+01 1.413192e+01
y_rep[344] 1.403662e+01 0.219553619 1.365375e+01 1.395122e+01
y_rep[345] 1.425088e+01 0.264938825 1.386204e+01 1.415779e+01
y_rep[346] 1.451999e+01 0.214191158 1.413267e+01 1.443141e+01
y_rep[347] 1.406664e+01 0.245841230 1.369443e+01 1.398040e+01
y_rep[348] 1.400082e+01 0.228525239 1.357960e+01 1.390616e+01
y_rep[349] 1.381028e+01 0.228821754 1.340135e+01 1.371230e+01
y_rep[350] 1.388713e+01 0.233160663 1.344017e+01 1.379027e+01
y_rep[351] 1.397735e+01 0.214136891 1.351247e+01 1.388910e+01
y_rep[352] 1.445267e+01 0.225739837 1.407755e+01 1.436419e+01
y_rep[353] 1.447639e+01 0.209499445 1.407923e+01 1.438939e+01
y_rep[354] 1.532138e+01 0.240788982 1.495107e+01 1.523178e+01
y_rep[355] 1.534932e+01 0.202797920 1.493051e+01 1.525480e+01
y_rep[356] 1.540184e+01 0.200647795 1.502371e+01 1.530950e+01
y_rep[357] 1.735339e+01 0.195865692 1.699217e+01 1.726235e+01
y_rep[358] 1.906721e+01 0.226020056 1.867961e+01 1.897426e+01
y_rep[359] 1.820596e+01 0.198948095 1.782776e+01 1.811492e+01
y_rep[360] 1.903967e+01 0.213198405 1.861230e+01 1.895399e+01
y_rep[361] 1.897596e+01 0.217367553 1.858746e+01 1.888148e+01
y_rep[362] 1.908618e+01 0.214667367 1.866125e+01 1.900473e+01
y_rep[363] 2.008529e+01 0.214534836 1.965547e+01 1.999565e+01
y_rep[364] 2.046997e+01 0.212540054 2.007230e+01 2.038258e+01
y_rep[365] 2.008468e+01 0.203103256 1.965426e+01 1.999082e+01
y_rep[366] 2.029850e+01 0.196106526 1.989347e+01 2.021314e+01
y_rep[367] 2.104790e+01 0.232725202 2.058837e+01 2.096204e+01
y_rep[368] 2.093396e+01 0.203747862 2.053535e+01 2.083977e+01
y_rep[369] 2.142831e+01 0.200971446 2.106093e+01 2.134390e+01
y_rep[370] 2.180384e+01 0.198952446 2.142101e+01 2.171401e+01
y_rep[371] 2.137657e+01 0.268436059 2.098353e+01 2.128052e+01
y_rep[372] 2.195059e+01 0.219030110 2.156978e+01 2.185863e+01
y_rep[373] 2.217787e+01 0.189852208 2.179639e+01 2.209483e+01
y_rep[374] 2.192369e+01 0.215430459 2.157692e+01 2.183718e+01
y_rep[375] 2.195798e+01 0.198408448 2.158891e+01 2.187084e+01
y_rep[376] 2.205313e+01 0.195751198 2.169951e+01 2.196516e+01
y_rep[377] 2.194024e+01 0.213100432 2.151394e+01 2.185584e+01
y_rep[378] 2.190804e+01 0.220464991 2.152397e+01 2.181268e+01
y_rep[379] 2.156776e+01 0.293189346 2.109300e+01 2.147817e+01
y_rep[380] 1.954171e+01 0.283346385 1.910837e+01 1.944974e+01
y_rep[381] 1.996107e+01 0.182909575 1.963477e+01 1.986944e+01
y_rep[382] 2.066391e+01 0.208717620 2.022965e+01 2.057089e+01
y_rep[383] 2.031154e+01 0.218122528 1.989729e+01 2.022131e+01
y_rep[384] 2.000068e+01 0.206039728 1.959480e+01 1.990502e+01
y_rep[385] 1.979464e+01 0.202722831 1.940594e+01 1.970501e+01
y_rep[386] 1.936996e+01 0.232578082 1.897777e+01 1.927446e+01
y_rep[387] 1.984793e+01 0.208946290 1.944027e+01 1.976117e+01
y_rep[388] 2.032936e+01 0.229034832 1.993299e+01 2.024144e+01
y_rep[389] 2.001534e+01 0.200192681 1.960895e+01 1.992288e+01
y_rep[390] 1.947017e+01 0.203027328 1.908759e+01 1.938312e+01
y_rep[391] 1.928166e+01 0.231085953 1.885816e+01 1.919212e+01
y_rep[392] 1.860499e+01 0.223495799 1.822649e+01 1.851641e+01
y_rep[393] 1.892298e+01 0.259013671 1.850322e+01 1.883426e+01
y_rep[394] 1.894179e+01 0.207557713 1.851281e+01 1.885149e+01
y_rep[395] 1.857956e+01 0.245046399 1.821983e+01 1.848978e+01
y_rep[396] 1.809944e+01 0.270081543 1.766452e+01 1.801458e+01
y_rep[397] 1.804072e+01 0.209883355 1.767382e+01 1.794205e+01
y_rep[398] 1.802912e+01 0.209879186 1.763945e+01 1.794263e+01
y_rep[399] 1.790139e+01 0.254470075 1.750640e+01 1.781310e+01
y_rep[400] 1.750698e+01 0.234475516 1.711041e+01 1.741021e+01
y_rep[401] 1.768568e+01 0.198134463 1.730605e+01 1.759600e+01
y_rep[402] 1.757182e+01 0.194410388 1.718766e+01 1.748121e+01
y_rep[403] 1.727491e+01 0.207908088 1.689678e+01 1.718227e+01
y_rep[404] 1.674741e+01 0.245722602 1.633163e+01 1.665686e+01
y_rep[405] 1.596705e+01 0.209202808 1.558356e+01 1.587641e+01
y_rep[406] 1.608241e+01 0.215709910 1.567067e+01 1.598799e+01
y_rep[407] 1.639859e+01 0.199124457 1.598595e+01 1.630345e+01
y_rep[408] 1.621310e+01 0.216943178 1.582202e+01 1.612338e+01
y_rep[409] 1.594594e+01 0.219434921 1.551887e+01 1.585542e+01
y_rep[410] 1.537844e+01 0.230067941 1.498052e+01 1.528602e+01
y_rep[411] 1.515927e+01 0.210949791 1.477534e+01 1.506360e+01
y_rep[412] 1.532164e+01 0.195507386 1.490841e+01 1.523310e+01
y_rep[413] 1.532758e+01 0.251372510 1.488999e+01 1.523715e+01
y_rep[414] 1.501961e+01 0.248328678 1.464352e+01 1.493315e+01
y_rep[415] 1.496876e+01 0.239922779 1.458765e+01 1.488062e+01
y_rep[416] 1.512852e+01 0.314448116 1.471292e+01 1.503511e+01
y_rep[417] 1.482092e+01 0.205929116 1.441841e+01 1.473463e+01
y_rep[418] 1.505992e+01 0.234183557 1.468368e+01 1.497204e+01
y_rep[419] 1.606160e+01 0.182848120 1.568272e+01 1.597101e+01
y_rep[420] 1.586150e+01 0.201933576 1.550306e+01 1.576972e+01
y_rep[421] 1.565263e+01 0.198076727 1.527359e+01 1.555659e+01
y_rep[422] 1.528286e+01 0.247829339 1.490590e+01 1.519278e+01
y_rep[423] 1.492778e+01 0.222676931 1.454754e+01 1.483514e+01
y_rep[424] 1.542876e+01 0.218562138 1.501415e+01 1.534107e+01
y_rep[425] 1.591243e+01 0.218730772 1.552935e+01 1.581550e+01
y_rep[426] 1.588596e+01 0.201359995 1.548961e+01 1.580243e+01
y_rep[427] 1.590183e+01 0.227787088 1.548924e+01 1.580870e+01
y_rep[428] 1.601900e+01 0.236409387 1.561572e+01 1.592579e+01
y_rep[429] 1.572708e+01 0.208017384 1.532860e+01 1.563755e+01
y_rep[430] 1.578462e+01 0.208372886 1.539258e+01 1.568964e+01
y_rep[431] 1.612808e+01 0.208463580 1.574855e+01 1.604131e+01
y_rep[432] 1.592216e+01 0.204505039 1.552057e+01 1.583362e+01
y_rep[433] 1.617361e+01 0.211242088 1.576276e+01 1.607969e+01
y_rep[434] 1.647073e+01 0.251934808 1.607316e+01 1.638082e+01
y_rep[435] 1.617920e+01 0.214548514 1.576823e+01 1.608794e+01
y_rep[436] 1.590197e+01 0.206312076 1.550386e+01 1.581603e+01
y_rep[437] 1.631567e+01 0.203538984 1.592647e+01 1.622900e+01
y_rep[438] 1.591159e+01 0.191040792 1.551368e+01 1.582396e+01
y_rep[439] 1.571957e+01 0.188364515 1.534926e+01 1.562627e+01
y_rep[440] 1.576824e+01 0.203063483 1.540625e+01 1.567260e+01
y_rep[441] 1.563055e+01 0.211140032 1.527111e+01 1.554078e+01
y_rep[442] 1.528207e+01 0.224268255 1.486422e+01 1.519243e+01
y_rep[443] 1.551169e+01 0.211538011 1.512952e+01 1.541375e+01
y_rep[444] 1.517419e+01 0.270620922 1.480550e+01 1.508315e+01
y_rep[445] 1.512114e+01 0.231383686 1.476302e+01 1.502723e+01
y_rep[446] 1.573265e+01 0.235595185 1.533447e+01 1.564090e+01
y_rep[447] 1.567869e+01 0.224050299 1.527024e+01 1.559003e+01
y_rep[448] 1.471008e+01 0.192205466 1.431164e+01 1.461264e+01
y_rep[449] 1.486439e+01 0.226218966 1.447050e+01 1.477389e+01
y_rep[450] 1.467463e+01 0.213937083 1.430499e+01 1.457896e+01
y_rep[451] 1.443816e+01 0.241659578 1.400986e+01 1.434428e+01
y_rep[452] 1.434629e+01 0.208154395 1.395442e+01 1.425796e+01
y_rep[453] 1.400127e+01 0.193707795 1.365235e+01 1.390848e+01
y_rep[454] 1.362000e+01 0.272504124 1.320037e+01 1.353304e+01
y_rep[455] 1.482818e+01 0.222885408 1.446719e+01 1.473953e+01
y_rep[456] 1.489231e+01 0.209896026 1.451734e+01 1.480047e+01
y_rep[457] 1.472638e+01 0.202434837 1.434251e+01 1.464741e+01
y_rep[458] 1.485131e+01 0.230088806 1.445344e+01 1.475312e+01
y_rep[459] 1.495311e+01 0.208063195 1.454788e+01 1.486255e+01
y_rep[460] 1.444996e+01 0.233201662 1.403580e+01 1.436175e+01
y_rep[461] 1.481383e+01 0.213081100 1.437261e+01 1.472213e+01
y_rep[462] 1.456137e+01 0.208703085 1.416054e+01 1.447397e+01
y_rep[463] 1.414518e+01 0.200120337 1.373421e+01 1.405768e+01
y_rep[464] 1.412071e+01 0.228082512 1.371652e+01 1.402566e+01
y_rep[465] 1.383788e+01 0.179695388 1.349469e+01 1.374904e+01
y_rep[466] 1.384170e+01 0.216747237 1.345774e+01 1.374475e+01
y_rep[467] 1.541838e+01 0.206616286 1.501392e+01 1.532303e+01
y_rep[468] 1.505975e+01 0.221929654 1.468287e+01 1.496923e+01
y_rep[469] 1.524435e+01 0.207126908 1.483404e+01 1.515091e+01
y_rep[470] 1.570391e+01 0.214387749 1.530052e+01 1.561742e+01
y_rep[471] 1.597271e+01 0.212612463 1.557529e+01 1.587986e+01
y_rep[472] 1.561876e+01 0.206276073 1.518919e+01 1.553160e+01
y_rep[473] 1.910110e+01 0.209834731 1.870828e+01 1.900803e+01
y_rep[474] 2.212327e+01 0.236980768 2.174808e+01 2.202724e+01
y_rep[475] 2.178720e+01 0.217281479 2.137972e+01 2.169549e+01
y_rep[476] 2.183048e+01 0.208611151 2.144609e+01 2.174264e+01
y_rep[477] 2.158035e+01 0.235926060 2.120698e+01 2.149395e+01
y_rep[478] 2.061058e+01 0.215969928 2.023186e+01 2.052025e+01
y_rep[479] 2.144269e+01 0.205427282 2.106349e+01 2.134850e+01
y_rep[480] 2.123682e+01 0.203367500 2.086655e+01 2.114298e+01
y_rep[481] 2.107644e+01 0.303068331 2.065163e+01 2.099147e+01
y_rep[482] 2.102454e+01 0.208011856 2.068268e+01 2.093516e+01
y_rep[483] 2.127086e+01 0.242989735 2.082509e+01 2.119263e+01
y_rep[484] 2.133412e+01 0.208670379 2.094978e+01 2.123849e+01
y_rep[485] 2.159763e+01 0.213257239 2.119056e+01 2.150186e+01
y_rep[486] 2.178621e+01 0.204847688 2.136951e+01 2.169960e+01
y_rep[487] 2.141633e+01 0.203654330 2.104586e+01 2.132337e+01
y_rep[488] 2.238861e+01 0.224582444 2.201174e+01 2.229274e+01
y_rep[489] 2.217714e+01 0.214741268 2.177537e+01 2.207680e+01
y_rep[490] 2.146019e+01 0.209683627 2.108819e+01 2.136917e+01
y_rep[491] 2.150709e+01 0.210176741 2.111433e+01 2.141097e+01
y_rep[492] 2.120181e+01 0.202317142 2.081812e+01 2.111922e+01
y_rep[493] 2.076033e+01 0.195286574 2.034920e+01 2.067331e+01
y_rep[494] 2.113226e+01 0.188699251 2.076819e+01 2.104174e+01
y_rep[495] 2.098419e+01 0.219278031 2.055147e+01 2.089015e+01
y_rep[496] 1.906999e+01 0.219740992 1.867925e+01 1.897296e+01
y_rep[497] 1.584115e+01 0.481502362 1.545729e+01 1.575822e+01
y_rep[498] 1.645413e+01 0.222062734 1.607103e+01 1.634133e+01
y_rep[499] 1.664644e+01 0.241551959 1.625044e+01 1.654666e+01
y_rep[500] 1.570151e+01 0.197799861 1.527046e+01 1.561063e+01
y_rep[501] 1.585542e+01 0.252229298 1.542758e+01 1.576668e+01
y_rep[502] 1.544694e+01 0.242556640 1.503436e+01 1.534999e+01
y_rep[503] 1.563171e+01 0.225276422 1.521756e+01 1.553192e+01
y_rep[504] 1.565883e+01 0.194637458 1.529901e+01 1.556515e+01
y_rep[505] 1.526733e+01 0.210803301 1.488655e+01 1.517429e+01
y_rep[506] 1.495039e+01 0.197756698 1.457828e+01 1.486148e+01
y_rep[507] 1.477847e+01 0.219567660 1.438994e+01 1.468666e+01
y_rep[508] 1.419893e+01 0.198770280 1.380089e+01 1.410681e+01
y_rep[509] 1.448896e+01 0.352645727 1.407128e+01 1.439348e+01
y_rep[510] 1.412815e+01 0.206759168 1.376558e+01 1.404129e+01
y_rep[511] 1.356680e+01 0.213760905 1.315235e+01 1.348005e+01
y_rep[512] 1.370442e+01 0.195211466 1.336639e+01 1.360817e+01
y_rep[513] 1.326593e+01 0.201528179 1.285381e+01 1.318066e+01
y_rep[514] 1.284773e+01 0.177927800 1.247461e+01 1.276503e+01
y_rep[515] 1.287087e+01 0.226954894 1.241044e+01 1.278135e+01
y_rep[516] 1.320451e+01 0.206941255 1.281763e+01 1.311358e+01
y_rep[517] 1.281510e+01 0.227245310 1.243639e+01 1.271881e+01
y_rep[518] 1.302050e+01 0.255893902 1.262601e+01 1.292993e+01
y_rep[519] 1.297772e+01 0.181566736 1.259061e+01 1.288644e+01
y_rep[520] 1.238925e+01 0.220291778 1.203526e+01 1.228944e+01
y_rep[521] 1.270340e+01 0.195646716 1.230493e+01 1.261974e+01
y_rep[522] 1.256343e+01 0.229241988 1.218464e+01 1.248159e+01
y_rep[523] 1.233868e+01 0.217316524 1.191426e+01 1.225732e+01
y_rep[524] 1.218795e+01 0.213565597 1.178679e+01 1.210232e+01
y_rep[525] 1.229331e+01 0.197889058 1.189496e+01 1.220482e+01
y_rep[526] 1.178925e+01 0.216107331 1.131763e+01 1.169535e+01
y_rep[527] 1.172916e+01 0.285743170 1.133893e+01 1.163694e+01
y_rep[528] 1.224439e+01 0.239117911 1.184657e+01 1.214096e+01
y_rep[529] 1.200066e+01 0.257675210 1.159824e+01 1.190414e+01
y_rep[530] 1.229746e+01 0.212766270 1.191085e+01 1.220478e+01
y_rep[531] 1.210542e+01 0.208436950 1.170083e+01 1.201874e+01
y_rep[532] 1.145816e+01 0.210879693 1.100428e+01 1.137394e+01
y_rep[533] 1.170885e+01 0.184387014 1.133828e+01 1.161834e+01
y_rep[534] 1.186637e+01 0.224860869 1.143338e+01 1.178179e+01
y_rep[535] 1.166951e+01 0.237848400 1.127369e+01 1.158414e+01
y_rep[536] 1.266085e+01 0.202986767 1.228794e+01 1.257407e+01
y_rep[537] 1.227545e+01 0.194427058 1.193277e+01 1.218398e+01
y_rep[538] 1.183341e+01 0.200771103 1.145367e+01 1.174515e+01
y_rep[539] 1.187752e+01 0.249801256 1.147841e+01 1.178198e+01
y_rep[540] 1.155717e+01 0.201471338 1.116129e+01 1.146750e+01
y_rep[541] 1.149210e+01 0.228679581 1.108396e+01 1.140482e+01
y_rep[542] 1.157953e+01 0.213409391 1.116178e+01 1.149319e+01
y_rep[543] 1.133218e+01 0.232921778 1.097419e+01 1.124650e+01
y_rep[544] 1.115935e+01 0.212630984 1.075249e+01 1.106833e+01
y_rep[545] 1.170731e+01 0.227266286 1.129598e+01 1.160937e+01
y_rep[546] 1.132321e+01 0.268230996 1.091702e+01 1.123411e+01
y_rep[547] 1.136822e+01 0.198912825 1.102484e+01 1.128308e+01
y_rep[548] 1.129949e+01 0.211243767 1.089432e+01 1.120759e+01
y_rep[549] 1.161618e+01 0.212679569 1.121407e+01 1.152607e+01
y_rep[550] 1.154995e+01 0.252096631 1.114385e+01 1.146122e+01
y_rep[551] 1.127247e+01 0.205681558 1.092387e+01 1.117695e+01
y_rep[552] 1.099074e+01 0.215697428 1.060653e+01 1.090334e+01
y_rep[553] 1.085503e+01 0.229605568 1.047184e+01 1.076269e+01
y_rep[554] 1.104459e+01 0.200639946 1.064996e+01 1.095227e+01
y_rep[555] 1.097382e+01 0.203090569 1.058407e+01 1.088580e+01
y_rep[556] 1.042751e+01 0.225240001 1.005205e+01 1.033434e+01
y_rep[557] 1.024378e+01 0.284893613 9.871749e+00 1.015423e+01
y_rep[558] 1.033445e+01 0.207650104 9.938484e+00 1.024419e+01
y_rep[559] 1.007312e+01 0.228656065 9.690611e+00 9.972923e+00
y_rep[560] 1.325384e+01 0.231180623 1.286769e+01 1.316173e+01
y_rep[561] 1.279962e+01 0.201871032 1.239487e+01 1.271574e+01
y_rep[562] 1.264082e+01 0.198331681 1.224518e+01 1.255068e+01
y_rep[563] 1.299198e+01 0.215055902 1.259478e+01 1.289978e+01
y_rep[564] 1.346398e+01 0.218761256 1.306151e+01 1.337330e+01
y_rep[565] 1.297490e+01 0.219004050 1.261516e+01 1.288294e+01
y_rep[566] 1.319648e+01 0.201010062 1.280199e+01 1.310454e+01
y_rep[567] 1.291638e+01 0.189062760 1.255183e+01 1.283070e+01
y_rep[568] 1.251411e+01 0.204380173 1.213579e+01 1.241965e+01
y_rep[569] 1.284394e+01 0.202372272 1.243264e+01 1.275779e+01
y_rep[570] 1.270601e+01 0.240039235 1.231188e+01 1.261766e+01
y_rep[571] 1.268287e+01 0.195999221 1.232529e+01 1.258797e+01
y_rep[572] 1.231335e+01 0.201833373 1.194533e+01 1.222206e+01
y_rep[573] 1.234455e+01 0.233348789 1.187874e+01 1.226493e+01
y_rep[574] 1.210029e+01 0.240396948 1.170741e+01 1.201055e+01
y_rep[575] 1.231990e+01 0.220181739 1.190797e+01 1.223714e+01
y_rep[576] 1.207003e+01 0.350866443 1.166626e+01 1.197880e+01
y_rep[577] 1.197180e+01 0.236902142 1.147495e+01 1.188068e+01
y_rep[578] 1.234870e+01 0.211919283 1.192975e+01 1.225559e+01
y_rep[579] 1.233695e+01 0.184217559 1.198235e+01 1.224625e+01
y_rep[580] 1.203677e+01 0.211651436 1.158576e+01 1.194698e+01
y_rep[581] 1.213930e+01 0.226906018 1.176767e+01 1.204927e+01
y_rep[582] 1.216491e+01 0.202961835 1.178914e+01 1.208052e+01
y_rep[583] 1.101010e+01 0.221795695 1.062532e+01 1.091614e+01
y_rep[584] 1.106348e+01 0.215479601 1.066286e+01 1.097146e+01
y_rep[585] 1.085431e+01 0.211315328 1.045285e+01 1.076953e+01
y_rep[586] 1.047618e+01 0.214261539 1.006842e+01 1.038619e+01
y_rep[587] 1.060046e+01 0.202900732 1.022456e+01 1.050903e+01
y_rep[588] 1.123699e+01 0.206134534 1.084132e+01 1.114811e+01
y_rep[589] 1.126650e+01 0.219040605 1.086356e+01 1.116612e+01
y_rep[590] 1.153936e+01 0.209061406 1.117081e+01 1.144363e+01
y_rep[591] 1.160395e+01 0.280883870 1.121242e+01 1.151715e+01
y_rep[592] 1.770755e+01 0.254145842 1.722918e+01 1.757472e+01
y_rep[593] 1.865992e+01 0.206081653 1.829294e+01 1.856713e+01
y_rep[594] 1.920067e+01 0.222111351 1.882656e+01 1.909888e+01
y_rep[595] 1.857795e+01 0.219557706 1.818380e+01 1.848933e+01
y_rep[596] 1.907607e+01 0.230598043 1.869926e+01 1.898433e+01
y_rep[597] 1.942539e+01 0.335079098 1.904264e+01 1.933881e+01
y_rep[598] 1.930828e+01 0.293599360 1.891044e+01 1.920869e+01
y_rep[599] 1.960139e+01 0.196031035 1.921946e+01 1.950815e+01
y_rep[600] 1.940125e+01 0.237103973 1.900251e+01 1.930439e+01
y_rep[601] 1.946724e+01 0.206585300 1.906469e+01 1.937485e+01
y_rep[602] 1.959653e+01 0.215924450 1.923268e+01 1.950507e+01
y_rep[603] 2.043504e+01 0.236581383 2.002247e+01 2.034652e+01
y_rep[604] 2.020140e+01 0.188565815 1.981687e+01 2.010605e+01
y_rep[605] 2.000536e+01 0.208278960 1.959486e+01 1.992108e+01
y_rep[606] 2.035730e+01 0.213461621 1.999933e+01 2.026262e+01
y_rep[607] 2.039503e+01 0.197335492 1.999277e+01 2.030483e+01
y_rep[608] 2.043938e+01 0.275105612 2.006593e+01 2.035113e+01
y_rep[609] 2.072446e+01 0.194123822 2.036623e+01 2.063476e+01
y_rep[610] 2.038687e+01 0.213145848 2.001237e+01 2.028976e+01
y_rep[611] 2.071732e+01 0.260887409 2.029035e+01 2.062677e+01
y_rep[612] 2.041848e+01 0.216654293 2.001382e+01 2.032862e+01
y_rep[613] 2.009313e+01 0.211572587 1.969540e+01 2.000346e+01
y_rep[614] 1.824318e+01 0.205206303 1.786050e+01 1.814943e+01
y_rep[615] 1.639125e+01 0.243428716 1.595454e+01 1.629929e+01
y_rep[616] 1.542115e+01 0.197099802 1.504002e+01 1.532911e+01
y_rep[617] 1.567915e+01 0.225731119 1.528327e+01 1.558101e+01
y_rep[618] 1.521413e+01 0.202065919 1.482666e+01 1.512025e+01
y_rep[619] 1.464815e+01 0.209866206 1.427408e+01 1.455848e+01
y_rep[620] 1.463991e+01 0.194487253 1.422460e+01 1.455049e+01
y_rep[621] 1.473618e+01 0.210226673 1.435853e+01 1.464618e+01
y_rep[622] 1.526603e+01 0.207174666 1.488047e+01 1.517056e+01
y_rep[623] 1.542150e+01 0.245889587 1.500799e+01 1.532977e+01
y_rep[624] 1.513130e+01 0.207691818 1.475556e+01 1.503989e+01
y_rep[625] 1.509270e+01 0.200314851 1.471686e+01 1.500388e+01
y_rep[626] 1.453721e+01 0.207595620 1.416253e+01 1.444257e+01
y_rep[627] 1.439097e+01 0.203267234 1.397352e+01 1.431174e+01
y_rep[628] 1.408593e+01 0.210091174 1.368200e+01 1.399606e+01
y_rep[629] 1.380825e+01 0.218368968 1.339915e+01 1.371188e+01
y_rep[630] 1.377822e+01 0.193142166 1.338549e+01 1.368948e+01
y_rep[631] 1.335761e+01 0.222262808 1.296889e+01 1.327164e+01
y_rep[632] 1.338857e+01 0.231574281 1.297684e+01 1.329703e+01
y_rep[633] 1.344322e+01 0.217289960 1.305504e+01 1.334267e+01
y_rep[634] 1.322309e+01 0.217082949 1.282361e+01 1.314071e+01
y_rep[635] 1.276445e+01 0.210365531 1.237453e+01 1.267250e+01
y_rep[636] 1.269539e+01 0.212067524 1.227775e+01 1.260630e+01
y_rep[637] 1.226282e+01 0.195738658 1.188965e+01 1.216942e+01
y_rep[638] 1.275033e+01 0.263165539 1.229038e+01 1.266531e+01
y_rep[639] 1.296805e+01 0.210774132 1.255034e+01 1.287711e+01
y_rep[640] 1.279552e+01 0.297403568 1.241299e+01 1.270708e+01
y_rep[641] 1.257973e+01 0.220631329 1.221580e+01 1.248689e+01
y_rep[642] 1.280318e+01 0.252953735 1.243926e+01 1.272271e+01
y_rep[643] 1.251277e+01 0.204902808 1.217023e+01 1.242194e+01
y_rep[644] 1.234256e+01 0.210197912 1.192781e+01 1.224979e+01
y_rep[645] 1.233692e+01 0.226641153 1.194431e+01 1.224485e+01
y_rep[646] 1.193407e+01 0.221589150 1.153375e+01 1.183461e+01
y_rep[647] 1.194001e+01 0.227399889 1.153588e+01 1.185137e+01
y_rep[648] 1.205163e+01 0.223994112 1.165513e+01 1.195983e+01
y_rep[649] 1.237872e+01 0.260130566 1.199054e+01 1.228274e+01
y_rep[650] 1.242911e+01 0.203287257 1.200236e+01 1.233833e+01
y_rep[651] 1.252539e+01 0.206411351 1.213571e+01 1.243652e+01
y_rep[652] 1.244558e+01 0.215163936 1.201463e+01 1.234864e+01
y_rep[653] 1.249282e+01 0.245869130 1.213114e+01 1.239502e+01
y_rep[654] 1.249953e+01 0.225782625 1.211460e+01 1.241522e+01
y_rep[655] 1.253757e+01 0.271206759 1.210501e+01 1.245005e+01
y_rep[656] 1.247834e+01 0.249481206 1.203282e+01 1.239215e+01
y_rep[657] 1.251683e+01 0.199759363 1.216049e+01 1.243887e+01
y_rep[658] 1.252676e+01 0.420927851 1.214144e+01 1.244092e+01
y_rep[659] 1.256255e+01 0.199184379 1.208498e+01 1.247879e+01
y_rep[660] 1.235686e+01 0.195658575 1.197724e+01 1.226737e+01
y_rep[661] 1.199590e+01 0.225557228 1.155972e+01 1.191148e+01
y_rep[662] 1.212123e+01 0.316441258 1.174752e+01 1.203145e+01
y_rep[663] 1.212282e+01 0.199673069 1.174408e+01 1.203313e+01
y_rep[664] 1.244095e+01 0.211348624 1.205497e+01 1.235154e+01
y_rep[665] 1.273543e+01 0.189042589 1.238391e+01 1.264631e+01
y_rep[666] 1.220885e+01 0.224616653 1.179132e+01 1.211520e+01
y_rep[667] 1.242205e+01 0.209318184 1.203689e+01 1.233957e+01
y_rep[668] 1.205770e+01 0.195920809 1.165262e+01 1.197178e+01
y_rep[669] 1.188228e+01 0.222042584 1.150216e+01 1.180147e+01
y_rep[670] 1.209086e+01 0.197730771 1.171763e+01 1.200164e+01
y_rep[671] 1.236929e+01 0.204712090 1.195313e+01 1.228217e+01
y_rep[672] 1.214588e+01 0.180970426 1.179369e+01 1.205843e+01
y_rep[673] 1.186078e+01 0.224726168 1.143540e+01 1.176980e+01
y_rep[674] 1.191625e+01 0.222599854 1.149847e+01 1.182388e+01
y_rep[675] 1.178377e+01 0.204260410 1.140708e+01 1.169196e+01
y_rep[676] 1.190307e+01 0.196000389 1.149273e+01 1.181436e+01
y_rep[677] 1.205365e+01 0.219138275 1.166493e+01 1.196722e+01
y_rep[678] 1.153606e+01 0.205595945 1.114398e+01 1.144421e+01
y_rep[679] 1.151564e+01 0.270028759 1.113159e+01 1.143345e+01
y_rep[680] 1.110807e+01 0.284478545 1.065988e+01 1.101128e+01
y_rep[681] 1.090019e+01 0.225661330 1.052784e+01 1.081389e+01
y_rep[682] 1.123136e+01 0.219483810 1.084745e+01 1.114318e+01
y_rep[683] 1.150418e+01 0.243089934 1.111755e+01 1.140822e+01
y_rep[684] 1.124849e+01 0.207114716 1.083433e+01 1.116137e+01
y_rep[685] 1.103494e+01 0.235380173 1.067459e+01 1.094390e+01
y_rep[686] 1.088322e+01 0.204260574 1.049716e+01 1.078847e+01
y_rep[687] 1.061095e+01 0.220130307 1.020768e+01 1.052846e+01
y_rep[688] 1.095859e+01 0.199066647 1.054544e+01 1.087156e+01
y_rep[689] 1.076537e+01 0.222040992 1.036621e+01 1.066848e+01
y_rep[690] 1.091281e+01 0.202992366 1.053980e+01 1.082230e+01
y_rep[691] 1.089999e+01 0.198309839 1.051480e+01 1.080824e+01
y_rep[692] 1.100589e+01 0.204852462 1.057745e+01 1.092249e+01
y_rep[693] 1.068202e+01 0.223156139 1.027538e+01 1.059963e+01
y_rep[694] 1.066585e+01 0.219604352 1.026070e+01 1.057469e+01
y_rep[695] 1.060028e+01 0.208485935 1.020741e+01 1.051524e+01
y_rep[696] 1.045973e+01 0.217395214 9.996262e+00 1.037233e+01
y_rep[697] 1.031770e+01 0.196171079 9.923069e+00 1.022262e+01
y_rep[698] 1.015824e+01 0.210254887 9.730844e+00 1.006777e+01
y_rep[699] 1.043993e+01 0.205469690 1.003119e+01 1.034621e+01
y_rep[700] 1.113546e+01 0.206402190 1.072712e+01 1.104381e+01
y_rep[701] 1.103723e+01 0.216747509 1.064354e+01 1.094887e+01
y_rep[702] 1.086724e+01 0.214944992 1.044827e+01 1.078222e+01
y_rep[703] 1.093228e+01 0.202846856 1.053181e+01 1.084266e+01
y_rep[704] 1.088462e+01 0.187808881 1.052943e+01 1.079160e+01
y_rep[705] 1.086400e+01 0.244799851 1.046987e+01 1.076839e+01
y_rep[706] 1.074539e+01 0.225462597 1.033567e+01 1.066379e+01
y_rep[707] 1.097711e+01 0.200545774 1.058170e+01 1.088761e+01
y_rep[708] 1.090072e+01 0.205076180 1.052253e+01 1.081255e+01
y_rep[709] 1.075519e+01 0.240864111 1.037541e+01 1.065938e+01
y_rep[710] 1.076143e+01 0.228553362 1.036309e+01 1.066275e+01
y_rep[711] 1.059637e+01 0.223246578 1.018783e+01 1.050360e+01
y_rep[712] 1.045881e+01 0.224768396 1.006365e+01 1.036549e+01
y_rep[713] 1.023791e+01 0.217347972 9.781816e+00 1.015005e+01
y_rep[714] 1.013593e+01 0.238015154 9.715396e+00 1.004320e+01
y_rep[715] 1.000780e+01 0.321846930 9.562287e+00 9.927873e+00
y_rep[716] 1.011294e+01 0.246219983 9.726947e+00 1.001480e+01
y_rep[717] 9.796277e+00 0.221618809 9.376775e+00 9.708726e+00
y_rep[718] 9.689285e+00 0.187322050 9.327399e+00 9.593223e+00
y_rep[719] 1.004394e+01 0.216483855 9.614903e+00 9.953435e+00
y_rep[720] 1.009033e+01 0.231497847 9.693730e+00 9.999982e+00
y_rep[721] 1.047994e+01 0.211404865 1.011601e+01 1.038557e+01
y_rep[722] 9.756526e+00 0.247882607 9.301409e+00 9.664233e+00
y_rep[723] 1.015350e+01 0.190670402 9.810946e+00 1.006566e+01
y_rep[724] 1.046960e+01 0.230826847 1.008121e+01 1.038176e+01
y_rep[725] 1.055610e+01 0.214581941 1.011378e+01 1.046716e+01
y_rep[726] 1.066900e+01 0.203645069 1.030491e+01 1.056953e+01
y_rep[727] 1.035520e+01 0.200284131 9.980619e+00 1.026825e+01
y_rep[728] 1.042726e+01 0.189627224 1.004442e+01 1.033886e+01
y_rep[729] 1.042359e+01 0.201409319 1.003749e+01 1.033278e+01
y_rep[730] 1.062564e+01 0.217761097 1.023539e+01 1.053516e+01
y_rep[731] 1.061309e+01 0.189871267 1.023638e+01 1.051672e+01
y_rep[732] 1.066189e+01 0.214670108 1.027838e+01 1.056180e+01
y_rep[733] 1.050519e+01 0.203186432 1.011310e+01 1.041261e+01
y_rep[734] 1.130599e+01 0.203504422 1.090581e+01 1.121262e+01
y_rep[735] 1.161038e+01 0.305807941 1.120304e+01 1.153324e+01
y_rep[736] 1.133211e+01 0.208407901 1.095629e+01 1.123509e+01
y_rep[737] 1.138529e+01 0.235309505 1.099889e+01 1.128175e+01
y_rep[738] 1.147778e+01 0.252508568 1.108452e+01 1.138118e+01
y_rep[739] 1.139012e+01 0.211656256 1.100335e+01 1.129576e+01
y_rep[740] 1.173464e+01 0.199198028 1.136549e+01 1.163905e+01
y_rep[741] 1.161127e+01 0.222292677 1.119998e+01 1.152129e+01
y_rep[742] 1.175799e+01 0.238185498 1.135666e+01 1.165895e+01
y_rep[743] 1.176844e+01 0.205934006 1.136460e+01 1.168467e+01
y_rep[744] 1.155433e+01 0.198605229 1.114324e+01 1.146260e+01
y_rep[745] 1.164377e+01 0.218847059 1.126392e+01 1.155393e+01
y_rep[746] 1.134819e+01 0.218303102 1.094803e+01 1.125579e+01
y_rep[747] 1.093973e+01 0.267200107 1.049350e+01 1.085378e+01
y_rep[748] 1.105396e+01 0.201162010 1.066226e+01 1.097210e+01
y_rep[749] 1.120410e+01 0.210541831 1.077088e+01 1.111456e+01
y_rep[750] 1.125781e+01 0.251654502 1.084563e+01 1.115899e+01
y_rep[751] 1.085903e+01 0.242648185 1.047633e+01 1.075787e+01
y_rep[752] 1.075917e+01 0.188768518 1.038184e+01 1.067296e+01
y_rep[753] 1.099096e+01 0.209312121 1.059074e+01 1.089941e+01
y_rep[754] 1.127978e+01 0.225673811 1.088020e+01 1.119050e+01
y_rep[755] 1.154759e+01 0.221117609 1.111394e+01 1.146129e+01
y_rep[756] 1.121438e+01 0.255804861 1.078329e+01 1.112939e+01
y_rep[757] 1.061692e+01 0.211105247 1.022182e+01 1.053361e+01
y_rep[758] 1.048929e+01 0.233673546 1.003126e+01 1.039688e+01
y_rep[759] 1.072242e+01 0.193422819 1.034762e+01 1.063199e+01
y_rep[760] 1.043827e+01 0.215332719 1.004235e+01 1.034891e+01
y_rep[761] 1.056393e+01 0.238082193 1.018994e+01 1.047865e+01
y_rep[762] 1.098673e+01 0.215106139 1.058111e+01 1.089056e+01
y_rep[763] 1.049478e+01 0.217020580 1.006786e+01 1.040801e+01
y_rep[764] 1.045674e+01 0.223607164 1.009512e+01 1.035963e+01
y_rep[765] 1.021465e+01 0.251847944 9.850595e+00 1.011177e+01
y_rep[766] 1.033150e+01 0.197513569 9.946795e+00 1.023932e+01
y_rep[767] 1.012444e+01 0.224069750 9.704091e+00 1.003526e+01
y_rep[768] 1.029193e+01 0.199788096 9.910131e+00 1.021200e+01
y_rep[769] 1.025421e+01 0.224591660 9.833493e+00 1.017550e+01
y_rep[770] 1.008800e+01 0.213259047 9.718461e+00 9.997984e+00
y_rep[771] 1.025002e+01 0.208872759 9.842244e+00 1.016008e+01
y_rep[772] 1.021653e+01 0.248579192 9.836581e+00 1.012920e+01
y_rep[773] 1.021050e+01 0.252218951 9.798517e+00 1.011921e+01
y_rep[774] 1.081651e+01 0.238118496 1.042782e+01 1.071793e+01
y_rep[775] 1.062464e+01 0.222962920 1.020708e+01 1.052974e+01
y_rep[776] 1.030380e+01 0.246649508 9.927242e+00 1.020658e+01
y_rep[777] 1.018021e+01 0.216049548 9.815627e+00 1.008689e+01
y_rep[778] 9.874901e+00 0.217094028 9.497190e+00 9.780149e+00
y_rep[779] 1.039179e+01 0.210372591 9.945047e+00 1.030296e+01
y_rep[780] 1.027971e+01 0.274093954 9.916390e+00 1.019793e+01
y_rep[781] 9.998675e+00 0.194183774 9.614005e+00 9.912375e+00
y_rep[782] 1.014442e+01 0.183183899 9.785947e+00 1.005673e+01
y_rep[783] 9.918289e+00 0.275686154 9.497853e+00 9.832571e+00
y_rep[784] 9.901564e+00 0.213032194 9.491009e+00 9.814485e+00
y_rep[785] 9.666381e+00 0.220209968 9.296096e+00 9.571549e+00
y_rep[786] 9.624441e+00 0.187177626 9.266780e+00 9.529852e+00
y_rep[787] 9.554332e+00 0.213261008 9.164091e+00 9.466940e+00
y_rep[788] 1.000855e+01 0.207601138 9.626915e+00 9.920246e+00
y_rep[789] 1.047734e+01 0.204074381 1.008450e+01 1.039036e+01
y_rep[790] 1.030110e+01 0.210258834 9.915745e+00 1.020614e+01
y_rep[791] 1.004016e+01 0.222963975 9.580177e+00 9.954536e+00
y_rep[792] 1.010483e+01 0.223956935 9.691160e+00 1.001052e+01
y_rep[793] 1.000757e+01 0.209566176 9.591069e+00 9.918832e+00
y_rep[794] 1.057712e+01 0.274394103 1.014783e+01 1.049462e+01
y_rep[795] 1.046256e+01 0.216961753 1.008237e+01 1.037329e+01
y_rep[796] 1.017340e+01 0.203257137 9.819665e+00 1.007559e+01
y_rep[797] 1.004623e+01 0.228913437 9.628461e+00 9.948325e+00
y_rep[798] 1.033697e+01 0.208875610 9.978286e+00 1.024978e+01
y_rep[799] 1.045859e+01 0.222753499 1.003037e+01 1.037030e+01
y_rep[800] 1.033821e+01 0.201995062 9.956235e+00 1.025550e+01
y_rep[801] 1.035747e+01 0.192137981 9.998553e+00 1.026675e+01
y_rep[802] 9.886306e+00 0.314163538 9.461825e+00 9.791493e+00
y_rep[803] 9.943069e+00 0.213228940 9.524362e+00 9.856263e+00
y_rep[804] 1.037139e+01 0.226795899 9.965308e+00 1.027926e+01
y_rep[805] 1.020891e+01 0.205515340 9.830953e+00 1.011739e+01
y_rep[806] 1.025560e+01 0.209866328 9.875951e+00 1.016312e+01
y_rep[807] 1.031612e+01 0.187571397 9.926726e+00 1.022654e+01
y_rep[808] 1.025788e+01 0.234606180 9.825450e+00 1.016449e+01
y_rep[809] 1.021850e+01 0.250060640 9.756261e+00 1.012663e+01
y_rep[810] 1.059893e+01 0.216031993 1.022449e+01 1.049676e+01
y_rep[811] 1.001790e+01 0.198447717 9.625899e+00 9.926809e+00
y_rep[812] 9.559893e+00 0.248182632 9.154251e+00 9.466474e+00
y_rep[813] 9.836610e+00 0.325260797 9.448596e+00 9.737147e+00
y_rep[814] 1.015244e+01 0.207443437 9.742527e+00 1.005775e+01
y_rep[815] 9.856867e+00 0.205757701 9.482186e+00 9.769229e+00
y_rep[816] 1.012453e+01 0.216197339 9.747945e+00 1.003493e+01
y_rep[817] 9.657492e+00 0.261144908 9.235394e+00 9.564262e+00
y_rep[818] 9.601389e+00 0.213377204 9.205335e+00 9.510227e+00
y_rep[819] 9.628495e+00 0.220056205 9.194249e+00 9.539289e+00
y_rep[820] 9.460219e+00 0.212490018 9.077127e+00 9.367099e+00
y_rep[821] 9.421192e+00 0.200873753 9.050766e+00 9.331630e+00
y_rep[822] 9.673381e+00 0.249805049 9.303759e+00 9.578200e+00
y_rep[823] 9.606378e+00 0.204952756 9.199756e+00 9.522812e+00
y_rep[824] 9.460997e+00 0.193327253 9.092607e+00 9.376220e+00
y_rep[825] 9.252586e+00 0.224390104 8.839211e+00 9.157653e+00
y_rep[826] 9.733579e+00 0.214996753 9.336167e+00 9.644411e+00
y_rep[827] 9.785656e+00 0.234126834 9.352890e+00 9.694228e+00
y_rep[828] 9.519643e+00 0.211095828 9.120696e+00 9.433587e+00
y_rep[829] 9.493421e+00 0.214141869 9.108411e+00 9.400675e+00
y_rep[830] 9.662807e+00 0.188644186 9.297102e+00 9.576987e+00
y_rep[831] 9.656985e+00 0.211767436 9.231244e+00 9.560749e+00
y_rep[832] 9.885604e+00 0.197645462 9.520023e+00 9.795822e+00
y_rep[833] 9.855607e+00 0.211233502 9.476061e+00 9.761374e+00
y_rep[834] 9.999425e+00 0.197638848 9.617748e+00 9.906437e+00
y_rep[835] 1.010861e+01 0.225943185 9.698818e+00 1.001400e+01
y_rep[836] 1.012107e+01 0.215266418 9.771355e+00 1.003043e+01
y_rep[837] 1.018009e+01 0.257848895 9.774316e+00 1.009242e+01
y_rep[838] 1.006110e+01 0.210285952 9.657298e+00 9.970285e+00
y_rep[839] 9.835326e+00 0.216387992 9.366474e+00 9.750408e+00
y_rep[840] 9.834528e+00 0.212499661 9.405390e+00 9.739727e+00
y_rep[841] 1.011720e+01 0.217087105 9.730386e+00 1.002569e+01
y_rep[842] 1.154578e+01 0.221598584 1.114843e+01 1.145074e+01
y_rep[843] 1.121050e+01 0.205411041 1.083765e+01 1.111728e+01
y_rep[844] 1.142698e+01 0.196902215 1.101664e+01 1.133217e+01
y_rep[845] 1.135042e+01 0.228205816 1.094485e+01 1.125627e+01
y_rep[846] 1.158105e+01 0.205840010 1.122090e+01 1.148274e+01
y_rep[847] 1.193947e+01 0.218150582 1.156560e+01 1.184074e+01
y_rep[848] 1.192539e+01 0.228312292 1.156087e+01 1.183227e+01
y_rep[849] 1.174762e+01 0.229709346 1.133914e+01 1.164952e+01
y_rep[850] 1.192549e+01 0.209372932 1.155302e+01 1.182249e+01
y_rep[851] 1.198415e+01 0.208592325 1.158929e+01 1.189567e+01
y_rep[852] 1.212262e+01 0.196576100 1.172634e+01 1.203679e+01
y_rep[853] 1.199976e+01 0.216652508 1.160207e+01 1.191083e+01
y_rep[854] 1.210297e+01 0.270558177 1.169251e+01 1.201555e+01
y_rep[855] 1.201432e+01 0.316625074 1.164084e+01 1.191955e+01
y_rep[856] 1.205151e+01 0.188494285 1.169844e+01 1.195795e+01
y_rep[857] 1.203695e+01 0.190754842 1.166984e+01 1.195129e+01
y_rep[858] 1.250483e+01 0.241961410 1.209282e+01 1.241906e+01
y_rep[859] 1.199952e+01 0.214641169 1.163420e+01 1.190177e+01
y_rep[860] 1.204749e+01 0.216611081 1.161786e+01 1.194922e+01
y_rep[861] 1.201423e+01 0.217527801 1.162479e+01 1.192523e+01
y_rep[862] 1.227730e+01 0.218804893 1.190765e+01 1.218309e+01
y_rep[863] 1.229451e+01 0.222097671 1.187863e+01 1.220270e+01
y_rep[864] 1.219536e+01 0.230893550 1.182250e+01 1.210931e+01
y_rep[865] 1.161464e+01 0.222903998 1.124421e+01 1.152047e+01
y_rep[866] 1.188283e+01 0.209634969 1.150206e+01 1.179202e+01
y_rep[867] 1.214873e+01 0.201688097 1.174100e+01 1.206288e+01
y_rep[868] 1.209086e+01 0.183280654 1.173559e+01 1.200034e+01
y_rep[869] 1.173604e+01 0.210965086 1.128929e+01 1.164591e+01
y_rep[870] 1.180452e+01 0.201965891 1.143019e+01 1.171580e+01
y_rep[871] 1.258624e+01 0.210361903 1.221153e+01 1.249758e+01
y_rep[872] 1.261074e+01 0.245679894 1.217550e+01 1.251718e+01
y_rep[873] 1.256170e+01 0.204531184 1.214380e+01 1.247585e+01
y_rep[874] 1.271893e+01 0.212031210 1.228337e+01 1.262866e+01
y_rep[875] 1.249674e+01 0.234930937 1.212382e+01 1.240676e+01
y_rep[876] 1.244920e+01 0.205472471 1.205325e+01 1.235810e+01
y_rep[877] 1.234743e+01 0.217924063 1.200205e+01 1.225684e+01
y_rep[878] 1.238254e+01 0.211283046 1.193912e+01 1.228996e+01
y_rep[879] 1.236132e+01 0.299695927 1.197422e+01 1.226530e+01
y_rep[880] 1.216003e+01 0.224740849 1.177716e+01 1.206359e+01
y_rep[881] 1.187102e+01 0.225052984 1.147010e+01 1.177962e+01
y_rep[882] 1.199564e+01 0.224164222 1.161368e+01 1.190882e+01
y_rep[883] 1.183634e+01 0.197045743 1.139483e+01 1.175427e+01
y_rep[884] 1.186527e+01 0.226887091 1.143989e+01 1.177695e+01
y_rep[885] 1.182145e+01 0.206195511 1.144452e+01 1.173193e+01
y_rep[886] 1.189751e+01 0.197153629 1.149692e+01 1.180764e+01
y_rep[887] 1.175196e+01 0.205697122 1.131565e+01 1.166523e+01
y_rep[888] 1.200007e+01 0.213425033 1.160629e+01 1.191231e+01
y_rep[889] 1.172744e+01 0.249655534 1.129360e+01 1.163740e+01
y_rep[890] 1.143500e+01 0.218207276 1.103346e+01 1.134287e+01
y_rep[891] 1.150671e+01 0.202390430 1.108497e+01 1.141823e+01
y_rep[892] 1.129004e+01 0.225179274 1.086634e+01 1.119964e+01
y_rep[893] 1.099510e+01 0.190983842 1.061876e+01 1.090342e+01
y_rep[894] 1.041025e+01 0.404175722 1.000248e+01 1.032383e+01
y_rep[895] 1.011367e+01 0.198765550 9.711948e+00 1.002937e+01
y_rep[896] 9.898409e+00 0.211044148 9.500148e+00 9.805449e+00
y_rep[897] 9.919254e+00 0.238864995 9.447155e+00 9.830686e+00
y_rep[898] 9.644524e+00 0.212857882 9.277125e+00 9.544020e+00
y_rep[899] 9.794577e+00 0.223188604 9.409488e+00 9.702082e+00
y_rep[900] 9.753077e+00 0.207748894 9.306245e+00 9.663506e+00
y_rep[901] 9.648047e+00 0.253567886 9.229599e+00 9.555819e+00
y_rep[902] 9.714915e+00 0.185066843 9.345826e+00 9.626662e+00
y_rep[903] 9.856107e+00 0.193340679 9.491435e+00 9.759926e+00
y_rep[904] 9.838341e+00 0.212768502 9.437306e+00 9.741725e+00
y_rep[905] 9.706912e+00 0.198536922 9.326279e+00 9.613417e+00
y_rep[906] 9.982866e+00 0.192108134 9.584572e+00 9.896230e+00
y_rep[907] 9.612584e+00 0.211548899 9.251547e+00 9.519828e+00
y_rep[908] 9.580886e+00 0.194833487 9.222336e+00 9.489260e+00
y_rep[909] 9.320858e+00 0.261587027 8.827026e+00 9.246446e+00
y_rep[910] 9.343616e+00 0.214972935 8.967427e+00 9.249701e+00
y_rep[911] 9.309334e+00 0.195254106 8.913343e+00 9.218757e+00
y_rep[912] 9.753144e+00 0.221260929 9.317153e+00 9.666021e+00
y_rep[913] 9.538537e+00 0.248882951 9.120448e+00 9.452035e+00
y_rep[914] 9.245233e+00 0.202716253 8.828454e+00 9.164876e+00
y_rep[915] 9.703106e+00 0.215716379 9.307963e+00 9.613907e+00
y_rep[916] 9.556243e+00 0.200421160 9.179757e+00 9.463202e+00
y_rep[917] 9.491293e+00 0.211881086 9.079435e+00 9.412528e+00
y_rep[918] 9.371394e+00 0.212072695 8.922317e+00 9.285697e+00
y_rep[919] 9.370841e+00 0.215501712 8.996212e+00 9.280420e+00
y_rep[920] 9.018222e+00 0.214323845 8.669101e+00 8.934299e+00
y_rep[921] 9.195626e+00 0.208227011 8.803719e+00 9.101279e+00
y_rep[922] 8.989413e+00 0.248993210 8.607319e+00 8.891485e+00
y_rep[923] 9.019393e+00 0.240594666 8.654631e+00 8.923261e+00
y_rep[924] 9.287546e+00 0.196497207 8.923230e+00 9.199012e+00
y_rep[925] 9.266725e+00 0.329254627 8.858532e+00 9.171852e+00
y_rep[926] 9.221070e+00 0.218475203 8.807030e+00 9.133760e+00
y_rep[927] 9.269639e+00 0.200790012 8.908328e+00 9.176096e+00
y_rep[928] 9.547371e+00 0.203805975 9.155045e+00 9.469836e+00
y_rep[929] 9.290428e+00 0.222375523 8.896707e+00 9.201005e+00
y_rep[930] 9.849912e+00 0.221980875 9.462959e+00 9.759587e+00
y_rep[931] 9.899560e+00 0.194518348 9.511928e+00 9.808867e+00
y_rep[932] 9.754042e+00 0.204650766 9.330579e+00 9.663473e+00
y_rep[933] 9.559737e+00 0.213578760 9.163002e+00 9.472095e+00
y_rep[934] 9.421470e+00 0.197497668 9.045413e+00 9.333294e+00
y_rep[935] 9.418078e+00 0.216499811 8.996715e+00 9.321045e+00
y_rep[936] 9.738409e+00 0.205226631 9.361754e+00 9.643337e+00
y_rep[937] 9.878370e+00 0.228118681 9.506578e+00 9.794562e+00
y_rep[938] 9.540481e+00 0.188088464 9.145249e+00 9.450904e+00
y_rep[939] 9.543990e+00 0.231499690 9.114740e+00 9.450311e+00
y_rep[940] 9.386234e+00 0.224473863 8.981628e+00 9.291120e+00
y_rep[941] 9.373561e+00 0.204400963 9.008772e+00 9.285500e+00
y_rep[942] 9.357164e+00 0.223337110 8.971613e+00 9.265227e+00
y_rep[943] 9.535572e+00 0.212849295 9.185149e+00 9.448418e+00
y_rep[944] 9.203944e+00 0.195877366 8.819144e+00 9.111730e+00
y_rep[945] 9.196172e+00 0.239637002 8.756570e+00 9.104420e+00
y_rep[946] 9.204565e+00 0.234230443 8.793307e+00 9.104402e+00
y_rep[947] 8.827985e+00 0.210665789 8.428035e+00 8.731961e+00
y_rep[948] 8.774290e+00 0.210583040 8.418536e+00 8.688771e+00
y_rep[949] 8.456116e+00 0.218103289 8.054600e+00 8.363259e+00
y_rep[950] 8.257657e+00 0.270439788 7.868527e+00 8.179735e+00
y_rep[951] 8.130431e+00 0.189460621 7.733787e+00 8.042205e+00
y_rep[952] 8.476719e+00 0.231121998 8.063801e+00 8.381931e+00
y_rep[953] 8.173686e+00 0.202225187 7.788110e+00 8.078192e+00
y_rep[954] 8.442925e+00 0.205126880 8.050231e+00 8.352800e+00
y_rep[955] 8.498807e+00 0.213858389 8.116023e+00 8.402083e+00
y_rep[956] 8.432005e+00 0.192584232 8.017280e+00 8.347500e+00
y_rep[957] 8.390157e+00 0.208814531 7.988707e+00 8.300348e+00
y_rep[958] 8.364308e+00 0.219298270 7.982695e+00 8.273114e+00
y_rep[959] 8.222489e+00 0.284427064 7.825151e+00 8.127213e+00
y_rep[960] 8.550823e+00 0.256579161 8.115459e+00 8.463108e+00
y_rep[961] 8.994339e+00 0.216003130 8.600924e+00 8.902821e+00
y_rep[962] 8.692038e+00 0.227070751 8.306190e+00 8.601093e+00
y_rep[963] 8.744503e+00 0.240107230 8.332879e+00 8.649559e+00
y_rep[964] 8.610280e+00 0.207301158 8.208518e+00 8.515888e+00
y_rep[965] 9.138737e+00 0.306554137 8.790355e+00 9.058212e+00
y_rep[966] 9.176745e+00 0.194469319 8.806853e+00 9.086088e+00
y_rep[967] 9.304708e+00 0.208954157 8.894121e+00 9.215354e+00
y_rep[968] 9.296399e+00 0.244354875 8.933550e+00 9.212137e+00
y_rep[969] 9.349557e+00 0.222943342 8.916416e+00 9.264106e+00
y_rep[970] 9.519764e+00 0.234405387 9.110222e+00 9.425542e+00
y_rep[971] 9.984135e+00 0.214996624 9.604272e+00 9.894492e+00
y_rep[972] 1.004049e+01 0.199245563 9.675852e+00 9.953604e+00
y_rep[973] 1.037348e+01 0.212317558 9.970889e+00 1.029199e+01
y_rep[974] 1.044754e+01 0.223819442 1.007284e+01 1.036640e+01
y_rep[975] 1.052275e+01 0.238603774 1.013165e+01 1.043126e+01
y_rep[976] 1.046882e+01 0.207289451 1.009809e+01 1.037507e+01
y_rep[977] 1.044259e+01 0.219785657 1.009098e+01 1.034714e+01
y_rep[978] 1.039487e+01 0.276172776 9.963278e+00 1.030605e+01
y_rep[979] 1.103562e+01 0.214892185 1.062908e+01 1.094913e+01
y_rep[980] 1.104551e+01 0.224120117 1.061493e+01 1.095491e+01
y_rep[981] 1.107581e+01 0.199218902 1.070517e+01 1.098965e+01
y_rep[982] 1.137570e+01 0.231078370 1.096838e+01 1.128430e+01
y_rep[983] 1.154207e+01 0.214196923 1.112798e+01 1.144685e+01
y_rep[984] 1.149939e+01 0.203227872 1.107393e+01 1.141158e+01
y_rep[985] 1.177199e+01 0.201984518 1.140682e+01 1.167960e+01
y_rep[986] 1.170286e+01 0.197347217 1.132481e+01 1.161591e+01
y_rep[987] 1.166877e+01 0.233402863 1.125531e+01 1.158064e+01
y_rep[988] 1.163156e+01 0.205453387 1.123494e+01 1.154442e+01
y_rep[989] 1.217946e+01 0.225123948 1.181943e+01 1.208489e+01
y_rep[990] 1.280084e+01 0.217208571 1.238767e+01 1.270863e+01
y_rep[991] 1.284359e+01 0.218657775 1.246482e+01 1.274411e+01
y_rep[992] 1.271460e+01 0.322112019 1.234711e+01 1.263601e+01
y_rep[993] 1.261061e+01 0.210067079 1.222669e+01 1.252747e+01
y_rep[994] 1.264854e+01 0.228474278 1.224707e+01 1.255944e+01
y_rep[995] 1.258928e+01 0.202437834 1.222271e+01 1.250153e+01
y_rep[996] 1.237093e+01 0.257211411 1.199878e+01 1.226579e+01
y_rep[997] 1.241605e+01 0.292125205 1.205662e+01 1.233295e+01
y_rep[998] 1.214013e+01 0.215374574 1.172374e+01 1.205352e+01
y_rep[999] 1.210076e+01 0.224167647 1.172418e+01 1.201593e+01
y_rep[1000] 1.227757e+01 0.213516806 1.182960e+01 1.218750e+01
y_rep[1001] 1.224478e+01 0.232063047 1.182485e+01 1.215483e+01
y_rep[1002] 1.183764e+01 0.234533483 1.145437e+01 1.174727e+01
y_rep[1003] 1.225458e+01 0.192687093 1.191017e+01 1.216162e+01
y_rep[1004] 1.202466e+01 0.211101867 1.161209e+01 1.193136e+01
y_rep[1005] 1.173780e+01 0.229958335 1.135053e+01 1.164447e+01
y_rep[1006] 1.172965e+01 0.209871928 1.135621e+01 1.163907e+01
y_rep[1007] 1.191650e+01 0.200287343 1.156184e+01 1.182755e+01
y_rep[1008] 1.160416e+01 0.217192156 1.117114e+01 1.151890e+01
y_rep[1009] 1.155829e+01 0.269532005 1.111890e+01 1.146796e+01
y_rep[1010] 1.146229e+01 0.221788717 1.106480e+01 1.137095e+01
y_rep[1011] 1.129430e+01 0.185416497 1.089715e+01 1.121014e+01
y_rep[1012] 1.054899e+01 0.229068461 1.019516e+01 1.045871e+01
y_rep[1013] 1.039432e+01 0.202186478 9.970756e+00 1.029794e+01
y_rep[1014] 1.043222e+01 0.209444945 1.006684e+01 1.033192e+01
y_rep[1015] 1.035850e+01 0.206980823 9.992210e+00 1.026944e+01
y_rep[1016] 1.027149e+01 0.205975406 9.901369e+00 1.017470e+01
y_rep[1017] 1.020052e+01 0.250234716 9.803408e+00 1.012145e+01
y_rep[1018] 1.026874e+01 0.229339325 9.883121e+00 1.017694e+01
y_rep[1019] 1.054342e+01 0.231198119 1.015212e+01 1.045386e+01
y_rep[1020] 1.078113e+01 0.202421145 1.039928e+01 1.068426e+01
y_rep[1021] 1.109220e+01 0.212427667 1.064574e+01 1.100452e+01
y_rep[1022] 1.107446e+01 0.224375273 1.063300e+01 1.099000e+01
y_rep[1023] 1.072703e+01 0.211470182 1.033149e+01 1.063631e+01
y_rep[1024] 1.079256e+01 0.197567950 1.040604e+01 1.070113e+01
y_rep[1025] 1.130187e+01 0.202814569 1.092581e+01 1.121233e+01
y_rep[1026] 1.069768e+01 0.210756133 1.030436e+01 1.061020e+01
y_rep[1027] 1.070610e+01 0.238404794 1.028277e+01 1.061614e+01
y_rep[1028] 1.052404e+01 0.204257717 1.015977e+01 1.043357e+01
y_rep[1029] 1.068201e+01 0.206888381 1.031258e+01 1.058896e+01
y_rep[1030] 1.056933e+01 0.215598718 1.017548e+01 1.047483e+01
y_rep[1031] 1.047234e+01 0.244577116 1.006103e+01 1.038697e+01
y_rep[1032] 1.057005e+01 0.185815428 1.017284e+01 1.048837e+01
y_rep[1033] 1.069261e+01 0.243819369 1.032743e+01 1.061037e+01
y_rep[1034] 1.075168e+01 0.973674851 1.035453e+01 1.068178e+01
y_rep[1035] 1.071419e+01 0.212029832 1.028793e+01 1.062443e+01
y_rep[1036] 1.065321e+01 0.234979821 1.025288e+01 1.056339e+01
y_rep[1037] 1.086714e+01 0.568317815 1.042495e+01 1.076939e+01
y_rep[1038] 1.129010e+01 0.208827416 1.091756e+01 1.120488e+01
y_rep[1039] 1.147038e+01 0.210809947 1.111404e+01 1.137738e+01
y_rep[1040] 1.145962e+01 0.226988323 1.105402e+01 1.136982e+01
y_rep[1041] 1.133320e+01 0.219221027 1.093347e+01 1.123180e+01
y_rep[1042] 1.092765e+01 0.204333694 1.051203e+01 1.083352e+01
y_rep[1043] 1.088346e+01 0.235839130 1.049399e+01 1.080011e+01
y_rep[1044] 1.073216e+01 0.196193024 1.032883e+01 1.064095e+01
y_rep[1045] 1.096996e+01 0.214951995 1.057162e+01 1.088249e+01
y_rep[1046] 1.081634e+01 0.204223409 1.046691e+01 1.072237e+01
y_rep[1047] 1.068990e+01 0.183205725 1.031602e+01 1.060058e+01
y_rep[1048] 1.067525e+01 0.213491763 1.032569e+01 1.058049e+01
y_rep[1049] 1.058046e+01 0.214635476 1.018747e+01 1.049626e+01
y_rep[1050] 1.058905e+01 0.195595547 1.020982e+01 1.050142e+01
y_rep[1051] 1.081420e+01 0.207745023 1.045528e+01 1.072339e+01
y_rep[1052] 1.057359e+01 0.207089032 1.018991e+01 1.048364e+01
y_rep[1053] 1.022125e+01 0.208436180 9.804666e+00 1.013030e+01
y_rep[1054] 1.016147e+01 0.232923356 9.711581e+00 1.007487e+01
y_rep[1055] 1.012042e+01 0.218392091 9.670679e+00 1.003312e+01
y_rep[1056] 9.869742e+00 0.239820468 9.438889e+00 9.774106e+00
y_rep[1057] 1.008015e+01 0.223538880 9.685201e+00 9.982024e+00
y_rep[1058] 1.005454e+01 0.255260861 9.701394e+00 9.963359e+00
y_rep[1059] 9.733473e+00 0.237956004 9.354608e+00 9.640406e+00
y_rep[1060] 9.400542e+00 0.194969231 9.015886e+00 9.308040e+00
y_rep[1061] 8.779841e+00 0.211567895 8.431005e+00 8.687426e+00
y_rep[1062] 8.617327e+00 0.220750552 8.248143e+00 8.516568e+00
y_rep[1063] 8.897504e+00 0.195811821 8.518017e+00 8.802273e+00
y_rep[1064] 9.223816e+00 0.221034479 8.832865e+00 9.129411e+00
y_rep[1065] 9.182716e+00 0.226863196 8.802956e+00 9.085802e+00
y_rep[1066] 8.724792e+00 0.267013831 8.335965e+00 8.638928e+00
y_rep[1067] 8.715470e+00 0.278033053 8.324519e+00 8.613694e+00
y_rep[1068] 9.447461e+00 0.261009346 9.047036e+00 9.365449e+00
y_rep[1069] 9.445103e+00 0.195073136 9.088591e+00 9.360138e+00
y_rep[1070] 9.536884e+00 0.207491357 9.132908e+00 9.444172e+00
y_rep[1071] 9.435418e+00 0.203970339 9.058712e+00 9.335990e+00
y_rep[1072] 8.970384e+00 0.206789911 8.561788e+00 8.880432e+00
y_rep[1073] 8.782434e+00 0.192098388 8.405124e+00 8.691872e+00
y_rep[1074] 8.962665e+00 0.231699548 8.559638e+00 8.868205e+00
y_rep[1075] 9.091019e+00 0.205108786 8.728281e+00 8.997586e+00
y_rep[1076] 9.459266e+00 0.244917151 9.056143e+00 9.363918e+00
y_rep[1077] 9.333591e+00 0.209897385 8.988868e+00 9.241759e+00
y_rep[1078] 9.066263e+00 0.239032422 8.648390e+00 8.967671e+00
y_rep[1079] 8.980369e+00 0.296035701 8.539385e+00 8.887784e+00
y_rep[1080] 8.638890e+00 0.215905477 8.217443e+00 8.550948e+00
y_rep[1081] 8.880392e+00 0.263878646 8.522015e+00 8.794700e+00
y_rep[1082] 8.873252e+00 0.190291737 8.496695e+00 8.780987e+00
y_rep[1083] 9.115565e+00 0.208830600 8.743817e+00 9.015263e+00
y_rep[1084] 9.109879e+00 0.221570828 8.681248e+00 9.018743e+00
y_rep[1085] 8.921957e+00 0.225537229 8.489918e+00 8.834436e+00
y_rep[1086] 8.848106e+00 0.204434119 8.455734e+00 8.758931e+00
y_rep[1087] 8.674238e+00 0.235402557 8.276691e+00 8.578902e+00
y_rep[1088] 8.557527e+00 0.227722086 8.165780e+00 8.468868e+00
y_rep[1089] 8.684989e+00 0.189262447 8.276157e+00 8.594726e+00
y_rep[1090] 8.483158e+00 0.222391831 8.128129e+00 8.392783e+00
y_rep[1091] 8.053493e+00 0.194408065 7.681215e+00 7.960748e+00
y_rep[1092] 7.771296e+00 0.209276473 7.402997e+00 7.684591e+00
y_rep[1093] 7.861793e+00 0.200422007 7.464539e+00 7.770120e+00
y_rep[1094] 7.791849e+00 0.217487652 7.411294e+00 7.710033e+00
y_rep[1095] 8.856466e+00 0.211762471 8.475050e+00 8.758068e+00
y_rep[1096] 9.001394e+00 0.262993735 8.632272e+00 8.916709e+00
y_rep[1097] 9.046124e+00 0.253522655 8.654954e+00 8.946725e+00
y_rep[1098] 8.899873e+00 0.239952037 8.516971e+00 8.807914e+00
y_rep[1099] 8.880152e+00 0.211590927 8.512767e+00 8.781032e+00
y_rep[1100] 8.764747e+00 0.188799542 8.398629e+00 8.675944e+00
y_rep[1101] 8.811972e+00 0.215086762 8.400049e+00 8.719714e+00
y_rep[1102] 8.757689e+00 0.225666796 8.371117e+00 8.671102e+00
y_rep[1103] 8.556693e+00 0.241991113 8.201074e+00 8.466905e+00
y_rep[1104] 8.557936e+00 0.234784252 8.130651e+00 8.474479e+00
y_rep[1105] 8.585214e+00 0.236472041 8.183463e+00 8.498216e+00
y_rep[1106] 8.406344e+00 0.186715088 8.026726e+00 8.320251e+00
y_rep[1107] 8.552566e+00 0.235117205 8.151946e+00 8.470202e+00
y_rep[1108] 8.408134e+00 0.241977195 7.998898e+00 8.308058e+00
y_rep[1109] 8.608449e+00 0.234983427 8.206634e+00 8.521240e+00
y_rep[1110] 9.008616e+00 0.198041571 8.616881e+00 8.918409e+00
y_rep[1111] 8.992567e+00 0.207421384 8.624741e+00 8.900264e+00
y_rep[1112] 8.770769e+00 0.212263104 8.403407e+00 8.679369e+00
y_rep[1113] 8.906685e+00 0.204632757 8.505533e+00 8.810816e+00
y_rep[1114] 8.828687e+00 0.204285090 8.444791e+00 8.740298e+00
y_rep[1115] 8.706891e+00 0.214410395 8.316438e+00 8.613302e+00
y_rep[1116] 8.908955e+00 0.237952261 8.515135e+00 8.810648e+00
y_rep[1117] 9.348620e+00 0.194306989 8.962980e+00 9.260884e+00
y_rep[1118] 8.561885e+00 0.203341509 8.147504e+00 8.469990e+00
y_rep[1119] 8.653570e+00 0.210214959 8.284703e+00 8.559395e+00
y_rep[1120] 8.443429e+00 0.208663276 8.052564e+00 8.350739e+00
y_rep[1121] 8.286112e+00 0.226372120 7.845127e+00 8.195131e+00
y_rep[1122] 8.673766e+00 0.233800760 8.301943e+00 8.586435e+00
y_rep[1123] 8.652076e+00 0.215178698 8.258454e+00 8.560296e+00
y_rep[1124] 8.525581e+00 0.204083936 8.133497e+00 8.439211e+00
y_rep[1125] 9.307516e+00 0.213075627 8.891127e+00 9.219496e+00
y_rep[1126] 9.279580e+00 0.197054335 8.901389e+00 9.189103e+00
y_rep[1127] 9.397933e+00 0.218736179 9.008022e+00 9.310889e+00
y_rep[1128] 9.355767e+00 0.205423720 8.917463e+00 9.267339e+00
y_rep[1129] 9.470906e+00 0.204554285 9.073759e+00 9.380065e+00
y_rep[1130] 9.484409e+00 0.217785008 9.087057e+00 9.399085e+00
y_rep[1131] 9.574734e+00 0.223742809 9.177353e+00 9.486236e+00
y_rep[1132] 9.408606e+00 0.241328944 9.021604e+00 9.321741e+00
y_rep[1133] 9.050681e+00 0.261113411 8.695079e+00 8.951596e+00
y_rep[1134] 9.093657e+00 0.387414691 8.686592e+00 8.995118e+00
y_rep[1135] 9.434947e+00 0.228693991 8.975984e+00 9.346512e+00
y_rep[1136] 9.492456e+00 0.211337202 9.104596e+00 9.395671e+00
y_rep[1137] 9.586022e+00 0.195232756 9.234444e+00 9.498432e+00
y_rep[1138] 9.539263e+00 0.193481005 9.114630e+00 9.456689e+00
y_rep[1139] 9.496303e+00 0.219263888 9.050708e+00 9.403222e+00
y_rep[1140] 9.376959e+00 0.217334769 8.990150e+00 9.286299e+00
y_rep[1141] 9.311350e+00 0.221529729 8.935304e+00 9.219232e+00
y_rep[1142] 9.198883e+00 0.223818252 8.808596e+00 9.104625e+00
y_rep[1143] 9.246453e+00 0.364324825 8.852406e+00 9.161038e+00
y_rep[1144] 9.268360e+00 0.190803809 8.869815e+00 9.185198e+00
y_rep[1145] 9.966709e+00 0.214732403 9.573254e+00 9.874331e+00
y_rep[1146] 9.869263e+00 0.276668583 9.495662e+00 9.777624e+00
y_rep[1147] 1.042809e+01 0.273020338 1.003702e+01 1.032832e+01
y_rep[1148] 1.000267e+01 0.229857258 9.641313e+00 9.903744e+00
y_rep[1149] 1.063682e+01 0.217643509 1.021775e+01 1.054699e+01
y_rep[1150] 1.040187e+01 0.234881777 1.001306e+01 1.031074e+01
y_rep[1151] 1.038473e+01 0.219122762 9.972690e+00 1.029189e+01
y_rep[1152] 1.031078e+01 0.215329059 9.895645e+00 1.022132e+01
y_rep[1153] 1.022107e+01 0.219723174 9.838321e+00 1.013648e+01
y_rep[1154] 1.050942e+01 0.193393854 1.015156e+01 1.041700e+01
y_rep[1155] 1.199914e+01 0.203814031 1.158500e+01 1.190292e+01
y_rep[1156] 1.122692e+01 0.209135763 1.084550e+01 1.113016e+01
y_rep[1157] 1.105155e+01 0.197230356 1.068785e+01 1.095868e+01
y_rep[1158] 1.117881e+01 0.228333960 1.076401e+01 1.108967e+01
y_rep[1159] 1.105449e+01 0.230256004 1.065676e+01 1.096131e+01
y_rep[1160] 1.097510e+01 0.224135622 1.056312e+01 1.088987e+01
y_rep[1161] 1.111961e+01 0.218530292 1.069220e+01 1.103229e+01
y_rep[1162] 1.096074e+01 0.216982257 1.054993e+01 1.087352e+01
y_rep[1163] 1.091248e+01 0.217497670 1.051647e+01 1.082217e+01
y_rep[1164] 1.099647e+01 0.221369214 1.059168e+01 1.090718e+01
y_rep[1165] 1.104664e+01 0.213226055 1.063966e+01 1.095623e+01
y_rep[1166] 1.106467e+01 0.770921821 1.066737e+01 1.094518e+01
y_rep[1167] 1.119983e+01 0.234426152 1.081988e+01 1.111995e+01
y_rep[1168] 1.085177e+01 0.209981102 1.044666e+01 1.076180e+01
y_rep[1169] 1.067922e+01 0.189159798 1.028824e+01 1.059304e+01
y_rep[1170] 1.056367e+01 0.214005432 1.014859e+01 1.047347e+01
y_rep[1171] 1.036782e+01 0.203031938 9.999968e+00 1.028224e+01
y_rep[1172] 9.945465e+00 0.213099915 9.541813e+00 9.852098e+00
y_rep[1173] 1.024831e+01 0.233791137 9.791306e+00 1.016261e+01
y_rep[1174] 1.014648e+01 0.247848371 9.780656e+00 1.006196e+01
y_rep[1175] 1.013141e+01 0.208532899 9.739945e+00 1.003377e+01
y_rep[1176] 1.018441e+01 0.207395428 9.778743e+00 1.009492e+01
y_rep[1177] 9.996615e+00 0.244934096 9.630479e+00 9.907667e+00
y_rep[1178] 9.475780e+00 0.204154997 9.090949e+00 9.383567e+00
y_rep[1179] 9.629711e+00 0.228370997 9.205997e+00 9.541801e+00
y_rep[1180] 9.715124e+00 0.206397075 9.333153e+00 9.619879e+00
y_rep[1181] 9.641394e+00 0.243936572 9.234879e+00 9.545008e+00
y_rep[1182] 9.563778e+00 0.233838367 9.149598e+00 9.480212e+00
y_rep[1183] 9.490585e+00 0.207719146 9.100561e+00 9.399820e+00
y_rep[1184] 9.975540e+00 0.195674787 9.593704e+00 9.881900e+00
y_rep[1185] 1.005601e+01 0.224556918 9.675065e+00 9.963236e+00
y_rep[1186] 9.929997e+00 0.217004339 9.533876e+00 9.844798e+00
y_rep[1187] 9.714737e+00 0.260196744 9.353375e+00 9.619108e+00
y_rep[1188] 1.021197e+01 0.190648097 9.832123e+00 1.012068e+01
y_rep[1189] 1.030229e+01 0.311797751 9.941967e+00 1.021319e+01
y_rep[1190] 1.006239e+01 0.245723749 9.673376e+00 9.975383e+00
y_rep[1191] 1.020057e+01 0.255354707 9.826556e+00 1.010446e+01
y_rep[1192] 1.003145e+01 0.274411463 9.652716e+00 9.934371e+00
y_rep[1193] 1.030319e+01 0.193901750 9.935062e+00 1.021007e+01
y_rep[1194] 1.045067e+01 0.220535850 1.006346e+01 1.035462e+01
y_rep[1195] 1.021446e+01 0.234741392 9.807145e+00 1.012175e+01
y_rep[1196] 1.136987e+01 0.205498263 1.093218e+01 1.127791e+01
y_rep[1197] 1.151488e+01 0.192147605 1.111779e+01 1.142507e+01
y_rep[1198] 1.130204e+01 0.213455218 1.090412e+01 1.121686e+01
y_rep[1199] 1.139479e+01 0.203862122 1.101205e+01 1.129384e+01
y_rep[1200] 1.148486e+01 0.243846235 1.105155e+01 1.139654e+01
y_rep[1201] 1.127596e+01 0.350070722 1.085038e+01 1.119025e+01
y_rep[1202] 1.110244e+01 0.259961134 1.071414e+01 1.101775e+01
y_rep[1203] 1.121690e+01 0.214650863 1.084388e+01 1.112431e+01
y_rep[1204] 1.101891e+01 0.208971604 1.062464e+01 1.093438e+01
y_rep[1205] 1.100703e+01 0.226077939 1.060227e+01 1.092133e+01
y_rep[1206] 1.105775e+01 0.178292684 1.068131e+01 1.096923e+01
y_rep[1207] 1.091126e+01 0.224241638 1.053252e+01 1.080897e+01
y_rep[1208] 1.085315e+01 0.248121152 1.043334e+01 1.076518e+01
y_rep[1209] 1.100892e+01 0.208444362 1.059638e+01 1.091399e+01
y_rep[1210] 1.095767e+01 0.207215598 1.057848e+01 1.086917e+01
y_rep[1211] 1.053484e+01 0.200511640 1.015798e+01 1.045018e+01
y_rep[1212] 1.064378e+01 0.187859540 1.026768e+01 1.055697e+01
y_rep[1213] 1.058494e+01 0.208367858 1.019064e+01 1.048946e+01
y_rep[1214] 1.058509e+01 0.224640331 1.018840e+01 1.048983e+01
y_rep[1215] 1.110242e+01 0.200060552 1.071380e+01 1.101035e+01
y_rep[1216] 1.104981e+01 0.203776716 1.063656e+01 1.096019e+01
y_rep[1217] 1.074151e+01 0.287137829 1.033405e+01 1.064965e+01
y_rep[1218] 1.068760e+01 0.187190187 1.033593e+01 1.059937e+01
y_rep[1219] 9.841032e+00 0.277240978 9.424020e+00 9.747895e+00
y_rep[1220] 9.527801e+00 0.206125990 9.134077e+00 9.435770e+00
y_rep[1221] 1.001999e+01 0.218825623 9.662944e+00 9.923111e+00
y_rep[1222] 1.042813e+01 0.210182484 1.004009e+01 1.033727e+01
y_rep[1223] 9.825730e+00 0.214236470 9.435483e+00 9.730455e+00
y_rep[1224] 1.001390e+01 0.203020256 9.603635e+00 9.924114e+00
y_rep[1225] 9.841259e+00 0.212473193 9.427514e+00 9.738448e+00
y_rep[1226] 9.914986e+00 0.214338283 9.476672e+00 9.826231e+00
y_rep[1227] 1.024535e+01 0.209134155 9.871898e+00 1.015468e+01
y_rep[1228] 1.026518e+01 0.208578862 9.887399e+00 1.017696e+01
y_rep[1229] 1.004864e+01 0.211057643 9.670306e+00 9.959034e+00
y_rep[1230] 9.926647e+00 0.233659373 9.547250e+00 9.839935e+00
y_rep[1231] 9.737971e+00 0.216171247 9.365854e+00 9.641477e+00
y_rep[1232] 9.684978e+00 0.204357657 9.305217e+00 9.608462e+00
y_rep[1233] 9.564290e+00 0.223395612 9.140920e+00 9.475620e+00
y_rep[1234] 9.522975e+00 0.206402191 9.079307e+00 9.438942e+00
y_rep[1235] 9.431899e+00 0.190201523 9.064322e+00 9.338288e+00
y_rep[1236] 9.250640e+00 0.216672644 8.867415e+00 9.156043e+00
y_rep[1237] 9.359766e+00 0.213261281 8.958569e+00 9.265941e+00
y_rep[1238] 9.071862e+00 0.225520556 8.680091e+00 8.983087e+00
y_rep[1239] 9.293318e+00 0.217686350 8.901597e+00 9.209112e+00
y_rep[1240] 9.090277e+00 0.215289739 8.674017e+00 9.009286e+00
y_rep[1241] 9.046679e+00 0.229576818 8.642779e+00 8.958133e+00
y_rep[1242] 9.233151e+00 0.202043392 8.826919e+00 9.144631e+00
y_rep[1243] 9.278920e+00 0.200314707 8.927697e+00 9.190677e+00
y_rep[1244] 8.998080e+00 0.195374097 8.613974e+00 8.906735e+00
y_rep[1245] 8.868171e+00 0.212731110 8.483870e+00 8.769480e+00
y_rep[1246] 9.076247e+00 0.199302947 8.664479e+00 8.985048e+00
y_rep[1247] 8.968863e+00 0.229770512 8.595436e+00 8.879775e+00
y_rep[1248] 8.760931e+00 0.241407708 8.380480e+00 8.669871e+00
y_rep[1249] 8.671438e+00 0.270175144 8.297057e+00 8.580954e+00
y_rep[1250] 8.448570e+00 0.193392744 8.066992e+00 8.354751e+00
y_rep[1251] 8.280024e+00 0.231520692 7.864011e+00 8.186835e+00
y_rep[1252] 8.291418e+00 0.200767661 7.923282e+00 8.204238e+00
y_rep[1253] 8.210820e+00 0.206840581 7.824019e+00 8.117541e+00
y_rep[1254] 8.419960e+00 0.258542037 8.040873e+00 8.333671e+00
y_rep[1255] 8.247597e+00 0.198227966 7.859437e+00 8.160737e+00
y_rep[1256] 8.297164e+00 0.204856850 7.907077e+00 8.205712e+00
y_rep[1257] 9.391392e+00 0.226667655 9.018882e+00 9.303979e+00
y_rep[1258] 9.563501e+00 0.184319999 9.198553e+00 9.478988e+00
y_rep[1259] 9.364448e+00 0.218660344 8.988803e+00 9.271941e+00
y_rep[1260] 9.466492e+00 0.215379283 9.053047e+00 9.375545e+00
y_rep[1261] 9.214631e+00 0.207740965 8.824308e+00 9.129585e+00
y_rep[1262] 8.797835e+00 0.229460490 8.417093e+00 8.703239e+00
y_rep[1263] 9.055653e+00 0.193145216 8.682427e+00 8.966007e+00
y_rep[1264] 9.346155e+00 0.200231330 8.946870e+00 9.255831e+00
y_rep[1265] 9.031971e+00 0.318633587 8.567559e+00 8.944929e+00
y_rep[1266] 8.852106e+00 0.196360501 8.480473e+00 8.754008e+00
y_rep[1267] 8.945173e+00 0.205249392 8.547865e+00 8.855031e+00
y_rep[1268] 8.849478e+00 0.216223641 8.437246e+00 8.756660e+00
y_rep[1269] 8.872635e+00 0.208824069 8.514102e+00 8.778943e+00
y_rep[1270] 9.077498e+00 0.250419492 8.677365e+00 8.997507e+00
y_rep[1271] 9.138233e+00 0.218657031 8.708880e+00 9.043531e+00
y_rep[1272] 9.166921e+00 0.205541574 8.817335e+00 9.070662e+00
y_rep[1273] 9.263567e+00 0.243334496 8.866395e+00 9.172650e+00
y_rep[1274] 9.390494e+00 0.191678295 9.003974e+00 9.305800e+00
y_rep[1275] 9.335476e+00 0.227419503 8.904731e+00 9.247796e+00
y_rep[1276] 9.384169e+00 0.217198470 8.949841e+00 9.289049e+00
y_rep[1277] 9.272849e+00 0.196215702 8.909178e+00 9.180479e+00
y_rep[1278] 9.217454e+00 0.197034028 8.826138e+00 9.125750e+00
y_rep[1279] 9.099135e+00 0.187740208 8.727944e+00 9.009820e+00
y_rep[1280] 8.670800e+00 0.218831509 8.298842e+00 8.578932e+00
y_rep[1281] 8.525309e+00 0.266661443 8.118957e+00 8.432273e+00
y_rep[1282] 8.867205e+00 0.276542706 8.482956e+00 8.770319e+00
y_rep[1283] 8.590860e+00 0.221910681 8.234465e+00 8.494676e+00
y_rep[1284] 8.454411e+00 0.300566302 8.041115e+00 8.355972e+00
y_rep[1285] 8.582112e+00 0.205882515 8.190660e+00 8.499289e+00
y_rep[1286] 8.218757e+00 0.195412228 7.878097e+00 8.129863e+00
y_rep[1287] 8.008166e+00 0.213004659 7.565509e+00 7.919040e+00
y_rep[1288] 9.189655e+00 0.354355755 8.768235e+00 9.089904e+00
y_rep[1289] 8.966210e+00 0.200626186 8.579687e+00 8.871109e+00
y_rep[1290] 8.918836e+00 0.265183628 8.447059e+00 8.830330e+00
y_rep[1291] 9.003206e+00 0.208432799 8.592822e+00 8.914945e+00
y_rep[1292] 8.827170e+00 0.214927921 8.433639e+00 8.742137e+00
y_rep[1293] 8.509533e+00 0.210381208 8.129586e+00 8.416322e+00
y_rep[1294] 8.447187e+00 0.218846705 8.081003e+00 8.359948e+00
y_rep[1295] 8.342275e+00 0.224504041 7.934055e+00 8.244156e+00
y_rep[1296] 8.166705e+00 0.223313325 7.750380e+00 8.076113e+00
y_rep[1297] 8.094114e+00 0.214991816 7.689653e+00 8.008346e+00
y_rep[1298] 8.098132e+00 0.245121280 7.691716e+00 8.004437e+00
y_rep[1299] 7.786813e+00 0.220228192 7.395689e+00 7.700135e+00
y_rep[1300] 7.989319e+00 0.183191863 7.624462e+00 7.900904e+00
y_rep[1301] 7.718790e+00 0.254134332 7.282953e+00 7.624392e+00
y_rep[1302] 7.885441e+00 0.209765213 7.521683e+00 7.794881e+00
y_rep[1303] 7.907056e+00 0.184830216 7.554550e+00 7.823885e+00
y_rep[1304] 7.924445e+00 0.190594931 7.554727e+00 7.837012e+00
y_rep[1305] 7.943391e+00 0.276944768 7.543994e+00 7.843426e+00
y_rep[1306] 8.275999e+00 0.229705210 7.881661e+00 8.188530e+00
y_rep[1307] 8.078692e+00 0.200649076 7.699152e+00 7.984981e+00
y_rep[1308] 8.003600e+00 0.248689465 7.599682e+00 7.912951e+00
y_rep[1309] 8.041512e+00 0.190564753 7.682471e+00 7.948168e+00
y_rep[1310] 8.307544e+00 0.208800797 7.877958e+00 8.218497e+00
y_rep[1311] 7.816535e+00 0.204438045 7.443647e+00 7.720348e+00
y_rep[1312] 8.388431e+00 0.194649331 7.999989e+00 8.299295e+00
y_rep[1313] 8.278782e+00 0.219200539 7.864635e+00 8.194025e+00
y_rep[1314] 8.394871e+00 0.194823992 8.020183e+00 8.303383e+00
y_rep[1315] 8.310743e+00 0.202896380 7.940764e+00 8.220859e+00
y_rep[1316] 8.226354e+00 0.213857851 7.800702e+00 8.138775e+00
y_rep[1317] 8.431703e+00 0.334735726 8.065667e+00 8.334177e+00
y_rep[1318] 8.423647e+00 0.201040128 8.036459e+00 8.334770e+00
y_rep[1319] 9.487042e+00 0.202988705 9.088964e+00 9.388978e+00
y_rep[1320] 9.695804e+00 0.224036801 9.306101e+00 9.598189e+00
y_rep[1321] 9.540391e+00 0.209700356 9.157992e+00 9.446373e+00
y_rep[1322] 9.637833e+00 0.214337645 9.206140e+00 9.540487e+00
y_rep[1323] 9.526896e+00 0.207823000 9.122660e+00 9.433865e+00
y_rep[1324] 9.584980e+00 0.300164946 9.182510e+00 9.495704e+00
y_rep[1325] 1.004288e+01 0.249342027 9.630321e+00 9.958363e+00
y_rep[1326] 9.759895e+00 0.189905967 9.374544e+00 9.668444e+00
y_rep[1327] 9.644718e+00 0.219421473 9.264114e+00 9.563348e+00
y_rep[1328] 9.623821e+00 0.205355423 9.233388e+00 9.532808e+00
y_rep[1329] 9.510028e+00 0.197367127 9.131056e+00 9.415274e+00
y_rep[1330] 9.707712e+00 0.245294609 9.292947e+00 9.613700e+00
y_rep[1331] 1.003029e+01 0.192635470 9.645676e+00 9.938615e+00
y_rep[1332] 9.823355e+00 0.255871741 9.481692e+00 9.731335e+00
y_rep[1333] 9.638456e+00 0.230305437 9.233848e+00 9.554200e+00
y_rep[1334] 9.605086e+00 0.216667370 9.207349e+00 9.513062e+00
y_rep[1335] 9.447068e+00 0.200590797 9.033352e+00 9.366289e+00
y_rep[1336] 9.839670e+00 0.263576882 9.453513e+00 9.756873e+00
y_rep[1337] 9.902862e+00 0.237255154 9.534256e+00 9.811982e+00
y_rep[1338] 9.628349e+00 0.221800662 9.207691e+00 9.536739e+00
y_rep[1339] 9.629894e+00 0.277587242 9.208634e+00 9.522660e+00
y_rep[1340] 9.698132e+00 0.199893766 9.307688e+00 9.598060e+00
y_rep[1341] 9.735481e+00 0.208695843 9.313519e+00 9.638926e+00
y_rep[1342] 9.917713e+00 0.234762244 9.529198e+00 9.826070e+00
y_rep[1343] 9.882874e+00 0.229491454 9.506874e+00 9.789592e+00
y_rep[1344] 9.928235e+00 0.207222399 9.501198e+00 9.840565e+00
y_rep[1345] 9.757991e+00 0.207350770 9.345562e+00 9.672514e+00
y_rep[1346] 9.803895e+00 0.220134912 9.401302e+00 9.708351e+00
y_rep[1347] 9.663943e+00 0.208491980 9.289814e+00 9.569966e+00
y_rep[1348] 9.614954e+00 0.218658916 9.259364e+00 9.520761e+00
y_rep[1349] 9.510170e+00 0.207511992 9.120137e+00 9.423606e+00
y_rep[1350] 9.689351e+00 0.234539213 9.321904e+00 9.605869e+00
y_rep[1351] 9.749953e+00 0.241106614 9.341026e+00 9.665301e+00
y_rep[1352] 9.702319e+00 0.223354634 9.325688e+00 9.620025e+00
y_rep[1353] 9.970445e+00 0.257791974 9.581401e+00 9.887183e+00
y_rep[1354] 9.863121e+00 0.204515606 9.452988e+00 9.772466e+00
y_rep[1355] 9.722380e+00 0.215441762 9.336085e+00 9.633435e+00
y_rep[1356] 9.755638e+00 0.185033905 9.372078e+00 9.670212e+00
y_rep[1357] 9.887634e+00 0.227309278 9.444208e+00 9.806430e+00
y_rep[1358] 9.828208e+00 0.230720259 9.393372e+00 9.732971e+00
y_rep[1359] 9.373832e+00 0.223599923 8.959594e+00 9.292615e+00
y_rep[1360] 9.237092e+00 0.208102838 8.853182e+00 9.149643e+00
y_rep[1361] 8.773554e+00 0.238489918 8.361898e+00 8.682263e+00
y_rep[1362] 8.678547e+00 0.241119380 8.319047e+00 8.593797e+00
y_rep[1363] 8.721920e+00 0.230377410 8.309369e+00 8.640267e+00
y_rep[1364] 8.497662e+00 0.233490598 8.121460e+00 8.412413e+00
y_rep[1365] 8.542122e+00 0.226015496 8.124518e+00 8.450574e+00
y_rep[1366] 8.076209e+00 0.212610533 7.702511e+00 7.974409e+00
y_rep[1367] 8.172754e+00 0.240840875 7.793753e+00 8.078441e+00
y_rep[1368] 7.881182e+00 0.225722172 7.496949e+00 7.789042e+00
y_rep[1369] 7.926642e+00 0.217355371 7.560798e+00 7.845118e+00
y_rep[1370] 7.732566e+00 0.247747292 7.363841e+00 7.634247e+00
y_rep[1371] 7.536889e+00 0.234526562 7.102904e+00 7.449844e+00
y_rep[1372] 8.021060e+00 0.215802057 7.619471e+00 7.924444e+00
y_rep[1373] 8.298646e+00 0.204737424 7.858474e+00 8.212247e+00
y_rep[1374] 7.988615e+00 0.218471044 7.571548e+00 7.892710e+00
y_rep[1375] 7.877721e+00 0.204799425 7.450629e+00 7.791290e+00
y_rep[1376] 7.770613e+00 0.201951203 7.357162e+00 7.683767e+00
y_rep[1377] 7.669935e+00 0.250245321 7.262509e+00 7.588131e+00
y_rep[1378] 7.758442e+00 0.189295650 7.388736e+00 7.672614e+00
y_rep[1379] 7.812392e+00 0.215797347 7.418049e+00 7.717409e+00
y_rep[1380] 7.474222e+00 0.207732754 7.066554e+00 7.383498e+00
y_rep[1381] 7.844117e+00 0.200324123 7.475324e+00 7.751581e+00
y_rep[1382] 8.139437e+00 0.205275404 7.795150e+00 8.052859e+00
y_rep[1383] 8.021638e+00 0.221272243 7.583089e+00 7.936258e+00
y_rep[1384] 8.460416e+00 0.192773459 8.057979e+00 8.374466e+00
y_rep[1385] 8.633540e+00 0.254676247 8.284944e+00 8.542777e+00
y_rep[1386] 8.432444e+00 0.207110049 8.044815e+00 8.337072e+00
y_rep[1387] 8.486252e+00 0.206547413 8.083717e+00 8.398063e+00
y_rep[1388] 8.415617e+00 0.233313160 8.044736e+00 8.320379e+00
y_rep[1389] 8.288833e+00 0.208354712 7.856480e+00 8.195422e+00
y_rep[1390] 8.377784e+00 0.210360285 8.003013e+00 8.290264e+00
y_rep[1391] 8.351358e+00 0.195845493 7.962720e+00 8.262327e+00
y_rep[1392] 8.253995e+00 0.232460307 7.908649e+00 8.161777e+00
y_rep[1393] 8.243638e+00 0.245109738 7.857725e+00 8.142659e+00
y_rep[1394] 8.120368e+00 0.231019279 7.623307e+00 8.034654e+00
y_rep[1395] 7.860479e+00 0.305459971 7.447917e+00 7.768027e+00
y_rep[1396] 8.244129e+00 0.212469341 7.822879e+00 8.155034e+00
y_rep[1397] 8.110255e+00 0.226971010 7.744321e+00 8.025503e+00
y_rep[1398] 8.784318e+00 0.216062548 8.418533e+00 8.693729e+00
y_rep[1399] 9.803801e+00 0.215363657 9.414675e+00 9.713402e+00
y_rep[1400] 9.361173e+00 0.218662990 8.951292e+00 9.264889e+00
y_rep[1401] 9.558024e+00 0.217723673 9.174396e+00 9.474638e+00
y_rep[1402] 9.833646e+00 0.179544623 9.458358e+00 9.744132e+00
y_rep[1403] 1.000075e+01 0.207209006 9.624176e+00 9.917205e+00
y_rep[1404] 9.884706e+00 0.221570741 9.499855e+00 9.796054e+00
y_rep[1405] 9.767135e+00 0.192401269 9.382603e+00 9.680038e+00
y_rep[1406] 9.785094e+00 0.196588094 9.366887e+00 9.695734e+00
y_rep[1407] 9.667671e+00 0.200394663 9.299544e+00 9.572279e+00
y_rep[1408] 9.757347e+00 0.183609099 9.372576e+00 9.666433e+00
y_rep[1409] 1.001384e+01 0.221509541 9.565028e+00 9.924944e+00
y_rep[1410] 9.963906e+00 0.204844562 9.582239e+00 9.871744e+00
y_rep[1411] 1.020694e+01 0.205905064 9.818110e+00 1.012279e+01
y_rep[1412] 1.011110e+01 0.195547031 9.723359e+00 1.002322e+01
y_rep[1413] 1.021426e+01 0.210234156 9.778626e+00 1.012751e+01
y_rep[1414] 1.089607e+01 0.202772172 1.046214e+01 1.080776e+01
y_rep[1415] 1.359479e+01 0.194281079 1.319991e+01 1.350733e+01
y_rep[1416] 1.329217e+01 0.213625198 1.290364e+01 1.319913e+01
y_rep[1417] 1.365637e+01 0.206827358 1.328288e+01 1.356469e+01
y_rep[1418] 1.376183e+01 0.253961854 1.335953e+01 1.367520e+01
y_rep[1419] 1.398902e+01 0.200214774 1.360066e+01 1.389550e+01
y_rep[1420] 1.473138e+01 0.223876036 1.437732e+01 1.465125e+01
y_rep[1421] 1.463846e+01 0.213723748 1.430246e+01 1.454475e+01
y_rep[1422] 1.451033e+01 0.211144764 1.410069e+01 1.442881e+01
y_rep[1423] 1.507504e+01 0.195189358 1.471930e+01 1.498232e+01
y_rep[1424] 1.850157e+01 0.224089801 1.810884e+01 1.840401e+01
y_rep[1425] 1.794883e+01 0.192556956 1.757529e+01 1.785553e+01
y_rep[1426] 1.727700e+01 0.199812204 1.688990e+01 1.719036e+01
y_rep[1427] 1.796171e+01 0.205282490 1.753015e+01 1.786522e+01
y_rep[1428] 1.803787e+01 0.196430343 1.767415e+01 1.794218e+01
y_rep[1429] 1.763271e+01 0.194064516 1.724784e+01 1.753186e+01
y_rep[1430] 1.779074e+01 0.208236937 1.738061e+01 1.770302e+01
y_rep[1431] 1.854250e+01 0.213689201 1.816483e+01 1.844678e+01
y_rep[1432] 1.851880e+01 0.232529405 1.814847e+01 1.842400e+01
y_rep[1433] 1.889842e+01 0.206863196 1.849939e+01 1.880375e+01
y_rep[1434] 1.838575e+01 0.209037787 1.793856e+01 1.830689e+01
y_rep[1435] 1.844152e+01 0.474362368 1.802942e+01 1.833905e+01
y_rep[1436] 1.823571e+01 0.207619072 1.781985e+01 1.813769e+01
y_rep[1437] 1.826668e+01 0.240161396 1.784816e+01 1.817324e+01
y_rep[1438] 1.782657e+01 0.218188269 1.742847e+01 1.773207e+01
y_rep[1439] 1.817662e+01 0.215271928 1.779940e+01 1.808799e+01
y_rep[1440] 1.777332e+01 0.201681986 1.738851e+01 1.767632e+01
y_rep[1441] 1.766131e+01 0.188724899 1.730216e+01 1.757247e+01
y_rep[1442] 1.697414e+01 0.187293769 1.659711e+01 1.688248e+01
y_rep[1443] 1.686305e+01 0.235225825 1.647835e+01 1.676932e+01
y_rep[1444] 1.697861e+01 0.210706112 1.660610e+01 1.687930e+01
y_rep[1445] 1.687493e+01 0.215885541 1.650725e+01 1.677707e+01
y_rep[1446] 1.585753e+01 0.211878898 1.544653e+01 1.577317e+01
y_rep[1447] 1.455159e+01 0.268980874 1.414139e+01 1.446465e+01
y_rep[1448] 1.443399e+01 0.194557095 1.408806e+01 1.434067e+01
y_rep[1449] 1.433614e+01 0.205860147 1.392951e+01 1.425110e+01
y_rep[1450] 1.346661e+01 0.342089527 1.305142e+01 1.338832e+01
y_rep[1451] 1.496194e+01 0.253407245 1.455617e+01 1.486860e+01
y_rep[1452] 1.471243e+01 0.211372165 1.427400e+01 1.462543e+01
y_rep[1453] 1.549872e+01 0.299349208 1.511660e+01 1.541669e+01
y_rep[1454] 1.543020e+01 0.235966291 1.505000e+01 1.534532e+01
y_rep[1455] 1.551695e+01 0.427755601 1.509054e+01 1.543771e+01
y_rep[1456] 1.595109e+01 0.228773167 1.556368e+01 1.585238e+01
y_rep[1457] 1.625274e+01 0.218053284 1.587297e+01 1.615974e+01
y_rep[1458] 1.580854e+01 0.192488215 1.539562e+01 1.571787e+01
y_rep[1459] 1.609599e+01 0.242569085 1.569155e+01 1.599940e+01
y_rep[1460] 1.629145e+01 0.225954699 1.587361e+01 1.620197e+01
log_lik[1] 2.304735e-01 0.075711592 8.615435e-02 1.798019e-01
log_lik[2] -2.783257e+00 0.093653084 -2.969933e+00 -2.846897e+00
log_lik[3] -1.631295e+00 0.094920016 -1.811204e+00 -1.695766e+00
log_lik[4] -8.305880e-01 0.091016654 -1.010922e+00 -8.885080e-01
log_lik[5] -1.166645e-01 0.186404766 -4.727829e-01 -2.478751e-01
log_lik[6] -2.232716e-01 0.108264836 -4.430594e-01 -2.927655e-01
log_lik[7] 5.698145e-01 0.131587313 2.912937e-01 4.845412e-01
log_lik[8] -1.868698e+00 0.172922956 -2.201311e+00 -1.991540e+00
log_lik[9] -4.134227e-01 0.090917470 -5.865440e-01 -4.769256e-01
log_lik[10] 6.578017e-01 0.076309558 5.034400e-01 6.057856e-01
log_lik[11] 8.069700e-01 0.067520850 6.699709e-01 7.613275e-01
log_lik[12] 1.130866e+00 0.033831209 1.063538e+00 1.107898e+00
log_lik[13] -4.617308e-01 0.102702264 -6.599740e-01 -5.300595e-01
log_lik[14] 3.193309e-01 0.093738414 1.231242e-01 2.607628e-01
log_lik[15] -2.451713e-01 0.215335342 -6.510580e-01 -4.002224e-01
log_lik[16] 9.850640e-01 0.046479061 8.955743e-01 9.548439e-01
log_lik[17] 1.125792e+00 0.036808581 1.046038e+00 1.103953e+00
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log_lik[1310] 7.478738e-01 0.067272985 6.150334e-01 7.054795e-01
log_lik[1311] 1.123409e+00 0.037588531 1.041653e+00 1.100298e+00
log_lik[1312] 1.063491e+00 0.035714818 9.936629e-01 1.039308e+00
log_lik[1313] 5.949366e-01 0.055867947 4.834377e-01 5.579639e-01
log_lik[1314] 6.356425e-01 0.084250004 4.634312e-01 5.806376e-01
log_lik[1315] 9.619405e-01 0.039576779 8.851878e-01 9.354424e-01
log_lik[1316] 6.200885e-01 0.054589287 5.121395e-01 5.848027e-01
log_lik[1317] 1.109918e+00 0.039357960 1.027622e+00 1.084581e+00
log_lik[1318] 9.474652e-01 0.039223072 8.662942e-01 9.222199e-01
log_lik[1319] 2.317616e-01 0.052895893 1.274130e-01 1.976057e-01
log_lik[1320] -4.792431e-02 0.070147414 -1.855738e-01 -9.381849e-02
log_lik[1321] 5.290834e-01 0.045480739 4.395525e-01 4.991402e-01
log_lik[1322] 1.133671e+00 0.031390537 1.071403e+00 1.112607e+00
log_lik[1323] 6.245847e-01 0.040021001 5.440527e-01 5.968699e-01
log_lik[1324] 4.288205e-01 0.048527111 3.327075e-01 3.976872e-01
log_lik[1325] 8.933831e-02 0.054229326 -1.683718e-02 5.270763e-02
log_lik[1326] 1.121621e+00 0.031358000 1.060382e+00 1.100614e+00
log_lik[1327] 9.626283e-01 0.032743935 8.987113e-01 9.408032e-01
log_lik[1328] 3.972841e-01 0.067580629 2.621667e-01 3.505093e-01
log_lik[1329] 9.792964e-01 0.033456252 9.120154e-01 9.565496e-01
log_lik[1330] 7.784693e-01 0.043608668 6.913813e-01 7.494790e-01
log_lik[1331] 8.988473e-01 0.042989533 8.141923e-01 8.708258e-01
log_lik[1332] 1.083536e+00 0.035542090 1.014033e+00 1.059867e+00
log_lik[1333] 1.140454e+00 0.031370225 1.077463e+00 1.119478e+00
log_lik[1334] 1.007327e+00 0.039659258 9.260770e-01 9.817859e-01
log_lik[1335] -1.642142e+00 0.068595934 -1.776607e+00 -1.688367e+00
log_lik[1336] 1.019483e+00 0.046681884 9.306356e-01 9.900577e-01
log_lik[1337] 2.852813e-01 0.063231173 1.545149e-01 2.422233e-01
log_lik[1338] 1.134499e+00 0.031393084 1.071582e+00 1.113296e+00
log_lik[1339] 6.848284e-01 0.053556449 5.736378e-01 6.487275e-01
log_lik[1340] 1.121478e+00 0.032830441 1.057665e+00 1.100126e+00
log_lik[1341] 3.330937e-01 0.054569891 2.244033e-01 2.993448e-01
log_lik[1342] 8.327621e-01 0.106517762 6.070765e-01 7.631083e-01
log_lik[1343] 7.825741e-01 0.058280747 6.617555e-01 7.446909e-01
log_lik[1344] 8.940745e-01 0.052157709 7.886648e-01 8.608230e-01
log_lik[1345] 1.114677e+00 0.031346099 1.053741e+00 1.094321e+00
log_lik[1346] 7.892686e-01 0.043386419 7.045535e-01 7.604652e-01
log_lik[1347] 7.841200e-01 0.038583494 7.094279e-01 7.579620e-01
log_lik[1348] 7.842442e-01 0.038731005 7.078333e-01 7.583745e-01
log_lik[1349] 1.869073e-01 0.063304733 6.147690e-02 1.448458e-01
log_lik[1350] 1.125507e+00 0.031369372 1.063493e+00 1.104653e+00
log_lik[1351] 1.105035e+00 0.031017321 1.044328e+00 1.083780e+00
log_lik[1352] 1.140404e+00 0.031367133 1.077441e+00 1.119208e+00
log_lik[1353] 1.112609e+00 0.032428869 1.049500e+00 1.090892e+00
log_lik[1354] 1.036998e+00 0.031765591 9.745263e-01 1.015826e+00
log_lik[1355] 1.025498e+00 0.043947819 9.361277e-01 9.973663e-01
log_lik[1356] 1.139873e+00 0.031296642 1.076738e+00 1.118789e+00
log_lik[1357] 6.475297e-01 0.044866651 5.576910e-01 6.181807e-01
log_lik[1358] -1.280827e+00 0.063164489 -1.404170e+00 -1.321808e+00
log_lik[1359] 8.424783e-01 0.045418288 7.487346e-01 8.129424e-01
log_lik[1360] 2.009059e-01 0.058996427 8.115800e-02 1.615763e-01
log_lik[1361] -5.204662e-01 0.063571201 -6.514315e-01 -5.634954e-01
log_lik[1362] 5.747384e-01 0.058762076 4.502738e-01 5.350544e-01
log_lik[1363] 9.578933e-01 0.041243084 8.748604e-01 9.305208e-01
log_lik[1364] 7.273902e-01 0.062657021 6.003785e-01 6.840165e-01
log_lik[1365] -1.871053e+00 0.070525334 -2.010101e+00 -1.918383e+00
log_lik[1366] 1.139429e+00 0.031414245 1.076443e+00 1.117943e+00
log_lik[1367] 9.437887e-01 0.046577814 8.451368e-01 9.137349e-01
log_lik[1368] 9.491699e-01 0.040756182 8.691786e-01 9.217132e-01
log_lik[1369] 1.091402e+00 0.034073922 1.023672e+00 1.068768e+00
log_lik[1370] 7.635196e-01 0.065672634 6.355403e-01 7.196924e-01
log_lik[1371] -4.845803e-01 0.079240581 -6.453501e-01 -5.385192e-01
log_lik[1372] 9.884834e-01 0.043744599 8.951271e-01 9.602219e-01
log_lik[1373] -1.924205e-01 0.078558738 -3.469235e-01 -2.431285e-01
log_lik[1374] 1.129720e+00 0.032267456 1.066756e+00 1.108025e+00
log_lik[1375] 7.381984e-01 0.047835360 6.403843e-01 7.077856e-01
log_lik[1376] 7.827647e-01 0.052266411 6.789635e-01 7.484583e-01
log_lik[1377] 9.637454e-01 0.040192058 8.843287e-01 9.366270e-01
log_lik[1378] 7.732463e-01 0.051437522 6.694610e-01 7.390269e-01
log_lik[1379] 1.137936e+00 0.031449256 1.075153e+00 1.116162e+00
log_lik[1380] 9.463443e-01 0.053480674 8.376198e-01 9.108831e-01
log_lik[1381] 4.637146e-01 0.068983606 3.260963e-01 4.164474e-01
log_lik[1382] 1.843384e-01 0.064464596 5.933685e-02 1.393862e-01
log_lik[1383] 8.721864e-01 0.056869963 7.559170e-01 8.348815e-01
log_lik[1384] 1.135125e+00 0.031471862 1.072205e+00 1.113839e+00
log_lik[1385] 1.063752e+00 0.038964373 9.877372e-01 1.037326e+00
log_lik[1386] 4.043739e-01 0.055421393 2.942589e-01 3.666519e-01
log_lik[1387] 1.012637e+00 0.036662100 9.377166e-01 9.889329e-01
log_lik[1388] 1.083788e+00 0.033852130 1.017406e+00 1.060456e+00
log_lik[1389] 1.007123e+00 0.044965008 9.148826e-01 9.782892e-01
log_lik[1390] 1.124666e+00 0.031794505 1.062083e+00 1.103607e+00
log_lik[1391] 1.116263e+00 0.032745952 1.054163e+00 1.095194e+00
log_lik[1392] 1.115125e+00 0.032047534 1.052245e+00 1.093682e+00
log_lik[1393] 1.133439e+00 0.032558442 1.069387e+00 1.112287e+00
log_lik[1394] 5.181025e-01 0.061924081 4.009677e-01 4.760890e-01
log_lik[1395] 7.777368e-01 0.049172574 6.785457e-01 7.467940e-01
log_lik[1396] -1.990208e-01 0.087343910 -3.617544e-01 -2.587675e-01
log_lik[1397] -9.853450e-02 0.072770330 -2.438261e-01 -1.478624e-01
log_lik[1398] -4.713140e-01 0.068290443 -6.114601e-01 -5.169605e-01
log_lik[1399] -1.822721e+00 0.102869318 -2.033072e+00 -1.891710e+00
log_lik[1400] 7.290548e-01 0.054918312 6.139734e-01 6.928258e-01
log_lik[1401] -9.253153e-01 0.074231334 -1.070584e+00 -9.735482e-01
log_lik[1402] 9.544790e-01 0.046870296 8.662915e-01 9.231148e-01
log_lik[1403] -2.018657e-01 0.056168368 -3.133458e-01 -2.386542e-01
log_lik[1404] 8.194702e-01 0.045140246 7.276281e-01 7.918534e-01
log_lik[1405] 1.125273e+00 0.032802874 1.060817e+00 1.104504e+00
log_lik[1406] 9.736172e-01 0.041228698 8.937366e-01 9.456086e-01
log_lik[1407] 8.420310e-01 0.041923509 7.568152e-01 8.123143e-01
log_lik[1408] 1.139052e+00 0.031427796 1.077054e+00 1.117852e+00
log_lik[1409] 1.074784e+00 0.035880766 1.005420e+00 1.050064e+00
log_lik[1410] -1.837336e+00 0.075080172 -1.982968e+00 -1.888964e+00
log_lik[1411] 1.137540e+00 0.031738576 1.076400e+00 1.115717e+00
log_lik[1412] -1.041861e-01 0.074232709 -2.560436e-01 -1.519160e-01
log_lik[1413] -1.097777e+00 0.061192237 -1.219432e+00 -1.139103e+00
log_lik[1414] 5.856674e-02 0.166193173 -2.696819e-01 -4.843273e-02
log_lik[1415] -3.566846e+00 0.125744040 -3.828341e+00 -3.651861e+00
log_lik[1416] -7.229176e-01 0.076500116 -8.713819e-01 -7.780711e-01
log_lik[1417] -3.125628e-01 0.059572384 -4.295500e-01 -3.506442e-01
log_lik[1418] 8.408045e-01 0.069797752 7.029461e-01 7.951698e-01
log_lik[1419] -2.420831e+00 0.117008293 -2.649576e+00 -2.495187e+00
log_lik[1420] 1.107148e+00 0.040819433 1.024284e+00 1.081125e+00
log_lik[1421] -5.314018e-01 0.065214481 -6.613139e-01 -5.739488e-01
log_lik[1422] 6.021819e-01 0.068829326 4.619494e-01 5.555141e-01
log_lik[1423] -8.067019e-01 0.086720561 -9.719386e-01 -8.650749e-01
log_lik[1424] -6.614903e+00 0.263107490 -7.153933e+00 -6.783412e+00
log_lik[1425] -3.967907e+00 0.172151879 -4.322445e+00 -4.083152e+00
log_lik[1426] -2.973814e-01 0.103770196 -5.069988e-01 -3.653534e-01
log_lik[1427] 7.742019e-01 0.208849000 3.186425e-01 6.360408e-01
log_lik[1428] -9.946976e-01 0.202070155 -1.392140e+00 -1.136065e+00
log_lik[1429] 7.517710e-01 0.089036947 5.709069e-01 6.936514e-01
log_lik[1430] 7.112209e-01 0.068583897 5.661520e-01 6.665613e-01
log_lik[1431] -1.490135e-01 0.146563867 -4.469638e-01 -2.473112e-01
log_lik[1432] 6.352884e-01 0.169871246 2.764308e-01 5.254794e-01
log_lik[1433] -2.502299e+00 0.141249857 -2.785808e+00 -2.599195e+00
log_lik[1434] 1.056304e+00 0.045564458 9.626072e-01 1.026214e+00
log_lik[1435] 2.963125e-01 0.106537841 8.619839e-02 2.275365e-01
log_lik[1436] 8.898668e-01 0.086499120 7.034799e-01 8.343428e-01
log_lik[1437] 1.067803e+00 0.044490776 9.762799e-01 1.039211e+00
log_lik[1438] -5.027207e-01 0.158965666 -8.081266e-01 -6.078678e-01
log_lik[1439] -1.138608e-01 0.102626074 -3.240888e-01 -1.779951e-01
log_lik[1440] 4.736938e-01 0.080659410 3.093790e-01 4.183178e-01
log_lik[1441] 9.248292e-01 0.066089963 7.907092e-01 8.834644e-01
log_lik[1442] 1.086405e+00 0.051019573 9.739040e-01 1.056467e+00
log_lik[1443] 6.620674e-01 0.075530101 5.025671e-01 6.142754e-01
log_lik[1444] 2.333455e-01 0.132888075 -4.059157e-02 1.449506e-01
log_lik[1445] -5.504052e-01 0.122664488 -8.006001e-01 -6.376665e-01
log_lik[1446] 9.892895e-01 0.063618871 8.553788e-01 9.488512e-01
log_lik[1447] -6.960302e-02 0.179732297 -4.143160e-01 -1.964846e-01
log_lik[1448] 6.081229e-01 0.061495857 4.820189e-01 5.673398e-01
log_lik[1449] -6.867283e-01 0.066049675 -8.149480e-01 -7.330460e-01
log_lik[1450] -5.637428e+00 0.206208043 -6.051321e+00 -5.770964e+00
log_lik[1451] 8.217215e-01 0.163285082 4.526456e-01 7.240528e-01
log_lik[1452] 1.034805e+00 0.061228336 9.049568e-01 9.965311e-01
log_lik[1453] 8.938378e-02 0.065962076 -3.752073e-02 4.321568e-02
log_lik[1454] 4.052587e-01 0.096520605 2.070475e-01 3.402279e-01
log_lik[1455] -1.077317e+00 0.140795216 -1.356377e+00 -1.169528e+00
log_lik[1456] 1.070647e+00 0.044915617 9.776441e-01 1.042459e+00
log_lik[1457] 3.975774e-01 0.126524202 1.432382e-01 3.137987e-01
log_lik[1458] 3.792960e-01 0.074184601 2.323335e-01 3.280180e-01
log_lik[1459] 7.530965e-01 0.099312732 5.459563e-01 6.839903e-01
log_lik[1460] -4.167346e+00 0.134198004 -4.438606e+00 -4.259144e+00
y_hat 1.230725e+01 0.215054513 1.188501e+01 1.221305e+01
lp__ 1.326061e+03 2.125772098 1.321095e+03 1.324825e+03
stats
parameter 50% 75% 97.5%
alpha 1.230517e+01 1.230799e+01 1.231276e+01
beta[1] 6.273950e-01 6.978533e-01 8.359475e-01
beta[2] 6.577656e-01 7.285325e-01 8.817405e-01
beta[3] 1.907443e+00 1.990313e+00 2.137527e+00
beta_mu[1] -4.035812e-01 1.113127e+01 3.064138e+01
beta_mu[2] 3.491224e-01 1.176406e+01 3.191118e+01
beta_mu[3] 1.660887e+00 1.243172e+01 3.357250e+01
sigma 1.162436e-01 1.189643e-01 1.247439e-01
nu 2.695022e+00 2.841733e+00 3.154626e+00
mu[1] 1.651805e+01 1.652292e+01 1.653317e+01
mu[2] 1.685633e+01 1.686154e+01 1.687285e+01
mu[3] 1.641272e+01 1.641890e+01 1.643164e+01
mu[4] 1.709888e+01 1.710463e+01 1.711617e+01
mu[5] 1.715302e+01 1.716659e+01 1.718895e+01
mu[6] 1.769488e+01 1.770219e+01 1.771621e+01
mu[7] 1.735222e+01 1.736265e+01 1.738391e+01
mu[8] 1.763606e+01 1.765139e+01 1.767772e+01
mu[9] 1.735267e+01 1.735827e+01 1.736975e+01
mu[10] 1.780495e+01 1.781135e+01 1.782360e+01
mu[11] 1.801497e+01 1.802120e+01 1.803356e+01
mu[12] 1.914861e+01 1.915582e+01 1.917037e+01
mu[13] 1.895673e+01 1.896370e+01 1.897744e+01
mu[14] 1.843063e+01 1.843718e+01 1.845036e+01
mu[15] 1.750626e+01 1.752245e+01 1.754779e+01
mu[16] 1.688457e+01 1.689040e+01 1.690045e+01
mu[17] 1.720073e+01 1.720997e+01 1.722838e+01
mu[18] 1.746819e+01 1.747508e+01 1.748777e+01
mu[19] 1.720023e+01 1.720540e+01 1.721758e+01
mu[20] 1.648326e+01 1.648990e+01 1.650338e+01
mu[21] 1.624309e+01 1.624798e+01 1.625918e+01
mu[22] 1.638781e+01 1.639287e+01 1.640241e+01
mu[23] 1.634537e+01 1.635045e+01 1.636197e+01
mu[24] 1.683934e+01 1.684452e+01 1.685543e+01
mu[25] 1.693176e+01 1.693684e+01 1.694749e+01
mu[26] 1.618891e+01 1.619659e+01 1.621018e+01
mu[27] 1.606017e+01 1.606709e+01 1.607939e+01
mu[28] 1.584595e+01 1.585566e+01 1.587190e+01
mu[29] 1.543806e+01 1.544223e+01 1.545135e+01
mu[30] 1.523818e+01 1.524413e+01 1.525491e+01
mu[31] 1.531725e+01 1.532436e+01 1.533739e+01
mu[32] 1.467644e+01 1.468236e+01 1.469437e+01
mu[33] 1.415265e+01 1.415691e+01 1.416522e+01
mu[34] 1.393581e+01 1.393941e+01 1.394650e+01
mu[35] 1.322622e+01 1.323907e+01 1.326106e+01
mu[36] 1.317158e+01 1.317629e+01 1.318363e+01
mu[37] 1.361202e+01 1.361799e+01 1.362824e+01
mu[38] 1.481096e+01 1.482552e+01 1.485257e+01
mu[39] 1.522414e+01 1.522829e+01 1.523693e+01
mu[40] 1.479061e+01 1.479544e+01 1.480481e+01
mu[41] 1.468716e+01 1.469064e+01 1.469844e+01
mu[42] 1.489563e+01 1.490060e+01 1.490944e+01
mu[43] 1.475397e+01 1.475772e+01 1.476521e+01
mu[44] 1.522740e+01 1.523378e+01 1.524517e+01
mu[45] 1.463154e+01 1.463618e+01 1.464552e+01
mu[46] 1.376820e+01 1.377362e+01 1.378478e+01
mu[47] 1.360668e+01 1.361239e+01 1.362435e+01
mu[48] 1.380728e+01 1.381186e+01 1.381984e+01
mu[49] 1.449978e+01 1.450652e+01 1.451864e+01
mu[50] 1.493855e+01 1.494475e+01 1.495537e+01
mu[51] 1.501329e+01 1.501973e+01 1.503120e+01
mu[52] 1.440290e+01 1.440924e+01 1.442205e+01
mu[53] 1.424259e+01 1.424601e+01 1.425346e+01
mu[54] 1.432336e+01 1.432723e+01 1.433424e+01
mu[55] 1.423833e+01 1.424475e+01 1.425610e+01
mu[56] 1.432648e+01 1.433009e+01 1.433697e+01
mu[57] 1.450368e+01 1.450951e+01 1.452149e+01
mu[58] 1.471714e+01 1.472078e+01 1.472861e+01
mu[59] 1.412127e+01 1.412537e+01 1.413358e+01
mu[60] 1.394822e+01 1.395185e+01 1.395934e+01
mu[61] 1.307974e+01 1.309308e+01 1.311773e+01
mu[62] 1.303966e+01 1.304327e+01 1.305046e+01
mu[63] 1.416521e+01 1.416912e+01 1.417737e+01
mu[64] 1.397928e+01 1.398272e+01 1.399024e+01
mu[65] 1.357636e+01 1.358075e+01 1.358924e+01
mu[66] 1.328337e+01 1.328684e+01 1.329386e+01
mu[67] 1.338843e+01 1.339190e+01 1.339820e+01
mu[68] 1.355893e+01 1.356302e+01 1.356977e+01
mu[69] 1.387589e+01 1.388199e+01 1.389289e+01
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mu[1191] 1.019787e+01 1.020155e+01 1.020797e+01
mu[1192] 1.002587e+01 1.002918e+01 1.003538e+01
mu[1193] 1.030356e+01 1.030687e+01 1.031267e+01
mu[1194] 1.044492e+01 1.044863e+01 1.045509e+01
mu[1195] 1.021659e+01 1.021969e+01 1.022487e+01
mu[1196] 1.137850e+01 1.138447e+01 1.139558e+01
mu[1197] 1.151545e+01 1.151859e+01 1.152410e+01
mu[1198] 1.130303e+01 1.130581e+01 1.131042e+01
mu[1199] 1.138642e+01 1.138991e+01 1.139590e+01
mu[1200] 1.148726e+01 1.149019e+01 1.149535e+01
mu[1201] 1.128361e+01 1.128719e+01 1.129442e+01
mu[1202] 1.110273e+01 1.110590e+01 1.111138e+01
mu[1203] 1.121971e+01 1.122309e+01 1.122944e+01
mu[1204] 1.102183e+01 1.102475e+01 1.102985e+01
mu[1205] 1.100573e+01 1.100866e+01 1.101421e+01
mu[1206] 1.105421e+01 1.105790e+01 1.106451e+01
mu[1207] 1.090959e+01 1.091265e+01 1.091781e+01
mu[1208] 1.086205e+01 1.086485e+01 1.086959e+01
mu[1209] 1.100598e+01 1.100927e+01 1.101569e+01
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mu[1211] 1.054022e+01 1.054377e+01 1.054991e+01
mu[1212] 1.064583e+01 1.065086e+01 1.066112e+01
mu[1213] 1.058970e+01 1.059288e+01 1.059899e+01
mu[1214] 1.057833e+01 1.058106e+01 1.058580e+01
mu[1215] 1.109124e+01 1.109763e+01 1.111023e+01
mu[1216] 1.106443e+01 1.106837e+01 1.107638e+01
mu[1217] 1.073927e+01 1.074297e+01 1.075016e+01
mu[1218] 1.069452e+01 1.069724e+01 1.070225e+01
mu[1219] 9.836365e+00 9.845541e+00 9.861580e+00
mu[1220] 9.529888e+00 9.535017e+00 9.543898e+00
mu[1221] 1.001740e+01 1.002413e+01 1.003576e+01
mu[1222] 1.042980e+01 1.043606e+01 1.044641e+01
mu[1223] 9.823218e+00 9.826573e+00 9.832893e+00
mu[1224] 1.001843e+01 1.002181e+01 1.002770e+01
mu[1225] 9.841279e+00 9.844774e+00 9.850289e+00
mu[1226] 9.916021e+00 9.919055e+00 9.924339e+00
mu[1227] 1.024031e+01 1.024363e+01 1.024937e+01
mu[1228] 1.026892e+01 1.027206e+01 1.027718e+01
mu[1229] 1.005593e+01 1.005918e+01 1.006477e+01
mu[1230] 9.934173e+00 9.938607e+00 9.945874e+00
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mu[1234] 9.532220e+00 9.537028e+00 9.545075e+00
mu[1235] 9.437763e+00 9.442456e+00 9.449951e+00
mu[1236] 9.244149e+00 9.247590e+00 9.254001e+00
mu[1237] 9.357293e+00 9.361101e+00 9.367854e+00
mu[1238] 9.072159e+00 9.080178e+00 9.094434e+00
mu[1239] 9.298009e+00 9.304190e+00 9.315871e+00
mu[1240] 9.092403e+00 9.097175e+00 9.104998e+00
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mu[1261] 9.215053e+00 9.219985e+00 9.229994e+00
mu[1262] 8.789527e+00 8.793738e+00 8.802712e+00
mu[1263] 9.054857e+00 9.059949e+00 9.069805e+00
mu[1264] 9.337973e+00 9.343115e+00 9.352556e+00
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mu[1266] 8.844818e+00 8.848795e+00 8.856807e+00
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mu[1268] 8.850946e+00 8.854934e+00 8.862828e+00
mu[1269] 8.865038e+00 8.868738e+00 8.875465e+00
mu[1270] 9.080097e+00 9.085326e+00 9.094084e+00
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mu[1272] 9.160379e+00 9.164224e+00 9.171649e+00
mu[1273] 9.254985e+00 9.258220e+00 9.264460e+00
mu[1274] 9.391331e+00 9.395716e+00 9.403933e+00
mu[1275] 9.339447e+00 9.342936e+00 9.350078e+00
mu[1276] 9.378440e+00 9.381904e+00 9.387743e+00
mu[1277] 9.268277e+00 9.271680e+00 9.277605e+00
mu[1278] 9.217436e+00 9.221089e+00 9.227934e+00
mu[1279] 9.101764e+00 9.107091e+00 9.116549e+00
mu[1280] 8.671442e+00 8.676526e+00 8.686130e+00
mu[1281] 8.532418e+00 8.538133e+00 8.547194e+00
mu[1282] 8.865991e+00 8.873201e+00 8.885525e+00
mu[1283] 8.587551e+00 8.592253e+00 8.602083e+00
mu[1284] 8.444400e+00 8.450357e+00 8.462253e+00
mu[1285] 8.584891e+00 8.588659e+00 8.595415e+00
mu[1286] 8.216904e+00 8.220973e+00 8.229354e+00
mu[1287] 8.014920e+00 8.019228e+00 8.027873e+00
mu[1288] 9.179384e+00 9.186954e+00 9.199767e+00
mu[1289] 8.957077e+00 8.961789e+00 8.970201e+00
mu[1290] 8.920502e+00 8.924717e+00 8.933512e+00
mu[1291] 8.991516e+00 8.995486e+00 9.002761e+00
mu[1292] 8.829906e+00 8.834064e+00 8.842039e+00
mu[1293] 8.508112e+00 8.512851e+00 8.522014e+00
mu[1294] 8.446019e+00 8.453376e+00 8.466326e+00
mu[1295] 8.338408e+00 8.342201e+00 8.349427e+00
mu[1296] 8.171445e+00 8.175771e+00 8.183425e+00
mu[1297] 8.102190e+00 8.106459e+00 8.114002e+00
mu[1298] 8.090249e+00 8.094926e+00 8.103594e+00
mu[1299] 7.787283e+00 7.791935e+00 7.800042e+00
mu[1300] 7.986742e+00 7.992202e+00 8.001904e+00
mu[1301] 7.700172e+00 7.704545e+00 7.713030e+00
mu[1302] 7.875457e+00 7.880812e+00 7.891512e+00
mu[1303] 7.902694e+00 7.907034e+00 7.914651e+00
mu[1304] 7.928304e+00 7.932715e+00 7.940500e+00
mu[1305] 7.931796e+00 7.936196e+00 7.943886e+00
mu[1306] 8.266431e+00 8.275293e+00 8.292237e+00
mu[1307] 8.073502e+00 8.079878e+00 8.092633e+00
mu[1308] 8.007116e+00 8.012715e+00 8.022961e+00
mu[1309] 8.035931e+00 8.040663e+00 8.048895e+00
mu[1310] 8.309405e+00 8.314719e+00 8.325381e+00
mu[1311] 7.814760e+00 7.824300e+00 7.840316e+00
mu[1312] 8.391686e+00 8.396274e+00 8.404414e+00
mu[1313] 8.281556e+00 8.285919e+00 8.293989e+00
mu[1314] 8.391348e+00 8.398764e+00 8.410684e+00
mu[1315] 8.308776e+00 8.312955e+00 8.320124e+00
mu[1316] 8.226809e+00 8.231413e+00 8.239862e+00
mu[1317] 8.426109e+00 8.434039e+00 8.448679e+00
mu[1318] 8.423818e+00 8.427845e+00 8.435647e+00
mu[1319] 9.485865e+00 9.489436e+00 9.495793e+00
mu[1320] 9.692162e+00 9.696506e+00 9.704564e+00
mu[1321] 9.539587e+00 9.543108e+00 9.549359e+00
mu[1322] 9.633098e+00 9.636655e+00 9.642846e+00
mu[1323] 9.526227e+00 9.529573e+00 9.535104e+00
mu[1324] 9.592273e+00 9.595869e+00 9.602280e+00
mu[1325] 1.005492e+01 1.005818e+01 1.006363e+01
mu[1326] 9.752960e+00 9.756529e+00 9.763262e+00
mu[1327] 9.647006e+00 9.650408e+00 9.656245e+00
mu[1328] 9.622078e+00 9.627080e+00 9.636101e+00
mu[1329] 9.502497e+00 9.505874e+00 9.511711e+00
mu[1330] 9.699631e+00 9.703404e+00 9.710436e+00
mu[1331] 1.002806e+01 1.003225e+01 1.003974e+01
mu[1332] 9.816968e+00 9.821661e+00 9.830134e+00
mu[1333] 9.652970e+00 9.656961e+00 9.663499e+00
mu[1334] 9.595373e+00 9.599710e+00 9.608280e+00
mu[1335] 9.446792e+00 9.450583e+00 9.457031e+00
mu[1336] 9.843625e+00 9.849436e+00 9.860725e+00
mu[1337] 9.916748e+00 9.920776e+00 9.928846e+00
mu[1338] 9.632049e+00 9.636501e+00 9.643791e+00
mu[1339] 9.624201e+00 9.628368e+00 9.636739e+00
mu[1340] 9.689933e+00 9.694482e+00 9.702254e+00
mu[1341] 9.732950e+00 9.736599e+00 9.743654e+00
mu[1342] 9.909417e+00 9.920395e+00 9.939782e+00
mu[1343] 9.890373e+00 9.895954e+00 9.905231e+00
mu[1344] 9.937125e+00 9.942327e+00 9.952586e+00
mu[1345] 9.759500e+00 9.762722e+00 9.768193e+00
mu[1346] 9.794532e+00 9.798286e+00 9.805197e+00
mu[1347] 9.664907e+00 9.668409e+00 9.674629e+00
mu[1348] 9.613895e+00 9.617364e+00 9.623462e+00
mu[1349] 9.507436e+00 9.511721e+00 9.519818e+00
mu[1350] 9.691508e+00 9.694702e+00 9.700124e+00
mu[1351] 9.758123e+00 9.761307e+00 9.766990e+00
mu[1352] 9.711274e+00 9.714612e+00 9.720603e+00
mu[1353] 9.973890e+00 9.978103e+00 9.986183e+00
mu[1354] 9.864727e+00 9.868025e+00 9.874111e+00
mu[1355] 9.724870e+00 9.730480e+00 9.739776e+00
mu[1356] 9.753927e+00 9.757271e+00 9.763171e+00
mu[1357] 9.902330e+00 9.906244e+00 9.913169e+00
mu[1358] 9.824466e+00 9.828059e+00 9.833574e+00
mu[1359] 9.373143e+00 9.377000e+00 9.385017e+00
mu[1360] 9.229516e+00 9.233359e+00 9.240380e+00
mu[1361] 8.769000e+00 8.772737e+00 8.779285e+00
mu[1362] 8.681709e+00 8.686052e+00 8.694041e+00
mu[1363] 8.727180e+00 8.731641e+00 8.739497e+00
mu[1364] 8.495194e+00 8.500655e+00 8.510231e+00
mu[1365] 8.540851e+00 8.544758e+00 8.551430e+00
mu[1366] 8.061747e+00 8.065908e+00 8.073663e+00
mu[1367] 8.170502e+00 8.175506e+00 8.185941e+00
mu[1368] 7.888965e+00 7.893375e+00 7.901287e+00
mu[1369] 7.925752e+00 7.930173e+00 7.938385e+00
mu[1370] 7.722285e+00 7.728168e+00 7.738168e+00
mu[1371] 7.542230e+00 7.546996e+00 7.555284e+00
mu[1372] 8.020923e+00 8.025734e+00 8.036006e+00
mu[1373] 8.297256e+00 8.302017e+00 8.310638e+00
mu[1374] 7.994760e+00 7.999289e+00 8.007569e+00
mu[1375] 7.881933e+00 7.886239e+00 7.894161e+00
mu[1376] 7.771286e+00 7.775714e+00 7.783822e+00
mu[1377] 7.670507e+00 7.675077e+00 7.683230e+00
mu[1378] 7.759873e+00 7.764606e+00 7.773683e+00
mu[1379] 7.809088e+00 7.813515e+00 7.822155e+00
mu[1380] 7.479308e+00 7.485143e+00 7.495333e+00
mu[1381] 7.836372e+00 7.841520e+00 7.851556e+00
mu[1382] 8.132647e+00 8.136852e+00 8.144003e+00
mu[1383] 8.015487e+00 8.021275e+00 8.030852e+00
mu[1384] 8.463823e+00 8.467923e+00 8.475747e+00
mu[1385] 8.630388e+00 8.635541e+00 8.646048e+00
mu[1386] 8.433345e+00 8.437444e+00 8.444411e+00
mu[1387] 8.491373e+00 8.495643e+00 8.503501e+00
mu[1388] 8.417427e+00 8.421412e+00 8.428540e+00
mu[1389] 8.294561e+00 8.299687e+00 8.310359e+00
mu[1390] 8.374157e+00 8.378635e+00 8.386108e+00
mu[1391] 8.348787e+00 8.353128e+00 8.360996e+00
mu[1392] 8.251270e+00 8.255476e+00 8.263279e+00
mu[1393] 8.241267e+00 8.246772e+00 8.256482e+00
mu[1394] 8.123046e+00 8.127767e+00 8.136070e+00
mu[1395] 7.851329e+00 7.855683e+00 7.863338e+00
mu[1396] 8.242264e+00 8.247818e+00 8.257482e+00
mu[1397] 8.114448e+00 8.118841e+00 8.127290e+00
mu[1398] 8.780841e+00 8.784682e+00 8.791663e+00
mu[1399] 9.803730e+00 9.811150e+00 9.825280e+00
mu[1400] 9.355885e+00 9.360319e+00 9.369151e+00
mu[1401] 9.563820e+00 9.568691e+00 9.576812e+00
mu[1402] 9.825919e+00 9.831028e+00 9.840840e+00
mu[1403] 1.000039e+01 1.000369e+01 1.000901e+01
mu[1404] 9.883464e+00 9.887256e+00 9.894699e+00
mu[1405] 9.765108e+00 9.769967e+00 9.777983e+00
mu[1406] 9.789132e+00 9.793629e+00 9.802299e+00
mu[1407] 9.657160e+00 9.660938e+00 9.668225e+00
mu[1408] 9.756333e+00 9.761273e+00 9.771481e+00
mu[1409] 1.002009e+01 1.002487e+01 1.003370e+01
mu[1410] 9.964071e+00 9.968132e+00 9.976954e+00
mu[1411] 1.021890e+01 1.022476e+01 1.023646e+01
mu[1412] 1.011297e+01 1.011749e+01 1.012638e+01
mu[1413] 1.021174e+01 1.021490e+01 1.022049e+01
mu[1414] 1.090333e+01 1.091405e+01 1.093690e+01
mu[1415] 1.359346e+01 1.360322e+01 1.361899e+01
mu[1416] 1.328540e+01 1.328986e+01 1.329844e+01
mu[1417] 1.364921e+01 1.365240e+01 1.365843e+01
mu[1418] 1.376359e+01 1.377037e+01 1.378306e+01
mu[1419] 1.399594e+01 1.400489e+01 1.402247e+01
mu[1420] 1.473692e+01 1.474456e+01 1.475836e+01
mu[1421] 1.462703e+01 1.463065e+01 1.463810e+01
mu[1422] 1.450879e+01 1.451435e+01 1.452470e+01
mu[1423] 1.506116e+01 1.506661e+01 1.507740e+01
mu[1424] 1.849304e+01 1.851285e+01 1.854895e+01
mu[1425] 1.794667e+01 1.796360e+01 1.799662e+01
mu[1426] 1.727520e+01 1.728179e+01 1.729501e+01
mu[1427] 1.796093e+01 1.798293e+01 1.801909e+01
mu[1428] 1.803342e+01 1.804811e+01 1.807796e+01
mu[1429] 1.762748e+01 1.763543e+01 1.765086e+01
mu[1430] 1.779244e+01 1.779860e+01 1.781026e+01
mu[1431] 1.854732e+01 1.855782e+01 1.857679e+01
mu[1432] 1.851157e+01 1.852658e+01 1.855066e+01
mu[1433] 1.889681e+01 1.890909e+01 1.893414e+01
mu[1434] 1.840019e+01 1.840677e+01 1.841908e+01
mu[1435] 1.843497e+01 1.844282e+01 1.845689e+01
mu[1436] 1.823091e+01 1.824038e+01 1.825787e+01
mu[1437] 1.826655e+01 1.827275e+01 1.828581e+01
mu[1438] 1.783005e+01 1.784150e+01 1.786176e+01
mu[1439] 1.817664e+01 1.818306e+01 1.819649e+01
mu[1440] 1.776331e+01 1.776876e+01 1.778118e+01
mu[1441] 1.765931e+01 1.766685e+01 1.767991e+01
mu[1442] 1.698082e+01 1.699129e+01 1.700896e+01
mu[1443] 1.685966e+01 1.686553e+01 1.687825e+01
mu[1444] 1.698236e+01 1.699166e+01 1.701096e+01
mu[1445] 1.686910e+01 1.687728e+01 1.689319e+01
mu[1446] 1.585716e+01 1.586433e+01 1.587913e+01
mu[1447] 1.456166e+01 1.457458e+01 1.459785e+01
mu[1448] 1.443231e+01 1.443745e+01 1.444728e+01
mu[1449] 1.433638e+01 1.434007e+01 1.434721e+01
mu[1450] 1.347656e+01 1.348592e+01 1.350095e+01
mu[1451] 1.496839e+01 1.498441e+01 1.501556e+01
mu[1452] 1.471324e+01 1.472194e+01 1.473896e+01
mu[1453] 1.550703e+01 1.551123e+01 1.551956e+01
mu[1454] 1.542936e+01 1.543649e+01 1.545007e+01
mu[1455] 1.553263e+01 1.554277e+01 1.556136e+01
mu[1456] 1.594429e+01 1.595150e+01 1.596417e+01
mu[1457] 1.625055e+01 1.626044e+01 1.627670e+01
mu[1458] 1.580301e+01 1.580843e+01 1.581829e+01
mu[1459] 1.609520e+01 1.610416e+01 1.612008e+01
mu[1460] 1.628618e+01 1.629088e+01 1.630114e+01
y_rep[1] 1.651596e+01 1.660003e+01 1.688820e+01
y_rep[2] 1.685997e+01 1.695024e+01 1.721815e+01
y_rep[3] 1.641672e+01 1.651396e+01 1.685965e+01
y_rep[4] 1.710194e+01 1.718969e+01 1.754489e+01
y_rep[5] 1.715754e+01 1.725301e+01 1.759781e+01
y_rep[6] 1.769261e+01 1.778202e+01 1.812412e+01
y_rep[7] 1.735736e+01 1.745223e+01 1.779785e+01
y_rep[8] 1.763765e+01 1.772630e+01 1.801392e+01
y_rep[9] 1.735678e+01 1.743868e+01 1.776225e+01
y_rep[10] 1.780995e+01 1.789497e+01 1.818938e+01
y_rep[11] 1.801709e+01 1.811009e+01 1.845192e+01
y_rep[12] 1.914997e+01 1.924019e+01 1.957739e+01
y_rep[13] 1.896110e+01 1.905560e+01 1.940932e+01
y_rep[14] 1.842679e+01 1.851665e+01 1.882916e+01
y_rep[15] 1.750288e+01 1.760013e+01 1.789615e+01
y_rep[16] 1.689322e+01 1.698586e+01 1.730689e+01
y_rep[17] 1.720878e+01 1.730281e+01 1.765037e+01
y_rep[18] 1.746947e+01 1.756006e+01 1.784431e+01
y_rep[19] 1.720010e+01 1.729013e+01 1.756913e+01
y_rep[20] 1.647484e+01 1.656982e+01 1.687207e+01
y_rep[21] 1.624144e+01 1.633574e+01 1.663537e+01
y_rep[22] 1.638557e+01 1.647270e+01 1.675026e+01
y_rep[23] 1.633842e+01 1.643440e+01 1.672646e+01
y_rep[24] 1.682976e+01 1.692384e+01 1.719039e+01
y_rep[25] 1.693537e+01 1.702375e+01 1.733772e+01
y_rep[26] 1.618728e+01 1.627426e+01 1.654788e+01
y_rep[27] 1.605909e+01 1.615280e+01 1.646868e+01
y_rep[28] 1.584086e+01 1.593091e+01 1.623833e+01
y_rep[29] 1.543582e+01 1.552093e+01 1.580654e+01
y_rep[30] 1.523963e+01 1.532645e+01 1.559563e+01
y_rep[31] 1.531240e+01 1.540272e+01 1.568065e+01
y_rep[32] 1.468911e+01 1.477626e+01 1.507805e+01
y_rep[33] 1.415089e+01 1.423769e+01 1.452657e+01
y_rep[34] 1.392709e+01 1.401811e+01 1.434400e+01
y_rep[35] 1.322351e+01 1.332126e+01 1.358521e+01
y_rep[36] 1.317195e+01 1.326286e+01 1.356713e+01
y_rep[37] 1.362353e+01 1.370791e+01 1.398502e+01
y_rep[38] 1.480396e+01 1.489494e+01 1.517374e+01
y_rep[39] 1.521877e+01 1.530583e+01 1.559136e+01
y_rep[40] 1.479260e+01 1.488428e+01 1.524135e+01
y_rep[41] 1.468093e+01 1.476122e+01 1.507541e+01
y_rep[42] 1.489688e+01 1.498684e+01 1.533529e+01
y_rep[43] 1.475969e+01 1.484419e+01 1.511958e+01
y_rep[44] 1.522618e+01 1.531606e+01 1.562491e+01
y_rep[45] 1.463344e+01 1.471926e+01 1.502414e+01
y_rep[46] 1.377458e+01 1.387030e+01 1.420975e+01
y_rep[47] 1.360441e+01 1.369228e+01 1.395423e+01
y_rep[48] 1.380133e+01 1.388946e+01 1.418368e+01
y_rep[49] 1.448884e+01 1.457868e+01 1.489228e+01
y_rep[50] 1.494068e+01 1.503310e+01 1.534013e+01
y_rep[51] 1.501091e+01 1.510765e+01 1.538489e+01
y_rep[52] 1.440244e+01 1.448860e+01 1.482086e+01
y_rep[53] 1.423804e+01 1.433572e+01 1.457131e+01
y_rep[54] 1.432299e+01 1.441351e+01 1.468942e+01
y_rep[55] 1.424055e+01 1.432909e+01 1.464514e+01
y_rep[56] 1.432419e+01 1.441146e+01 1.475301e+01
y_rep[57] 1.450058e+01 1.459128e+01 1.487773e+01
y_rep[58] 1.470587e+01 1.479872e+01 1.506873e+01
y_rep[59] 1.412635e+01 1.420680e+01 1.448569e+01
y_rep[60] 1.394690e+01 1.403417e+01 1.435935e+01
y_rep[61] 1.308013e+01 1.317845e+01 1.352903e+01
y_rep[62] 1.303859e+01 1.312978e+01 1.341067e+01
y_rep[63] 1.415859e+01 1.424590e+01 1.456968e+01
y_rep[64] 1.397188e+01 1.406300e+01 1.431725e+01
y_rep[65] 1.357585e+01 1.367293e+01 1.395499e+01
y_rep[66] 1.329341e+01 1.337609e+01 1.369459e+01
y_rep[67] 1.339697e+01 1.348718e+01 1.388054e+01
y_rep[68] 1.356413e+01 1.365370e+01 1.393274e+01
y_rep[69] 1.387361e+01 1.396459e+01 1.425588e+01
y_rep[70] 1.402659e+01 1.411229e+01 1.442087e+01
y_rep[71] 1.381514e+01 1.389786e+01 1.418696e+01
y_rep[72] 1.289466e+01 1.298961e+01 1.332593e+01
y_rep[73] 1.234341e+01 1.243303e+01 1.273125e+01
y_rep[74] 1.227135e+01 1.235674e+01 1.267690e+01
y_rep[75] 1.220094e+01 1.229108e+01 1.258958e+01
y_rep[76] 1.292868e+01 1.302315e+01 1.334009e+01
y_rep[77] 1.295893e+01 1.304824e+01 1.334143e+01
y_rep[78] 1.285769e+01 1.295208e+01 1.324494e+01
y_rep[79] 1.239972e+01 1.249028e+01 1.275020e+01
y_rep[80] 1.237840e+01 1.247129e+01 1.275866e+01
y_rep[81] 1.233671e+01 1.242655e+01 1.269260e+01
y_rep[82] 1.249433e+01 1.258380e+01 1.287635e+01
y_rep[83] 1.269114e+01 1.278389e+01 1.310696e+01
y_rep[84] 1.294738e+01 1.303681e+01 1.329518e+01
y_rep[85] 1.261122e+01 1.270121e+01 1.298352e+01
y_rep[86] 1.209985e+01 1.218243e+01 1.247463e+01
y_rep[87] 1.283743e+01 1.293270e+01 1.322457e+01
y_rep[88] 1.312845e+01 1.321162e+01 1.349169e+01
y_rep[89] 1.308110e+01 1.317080e+01 1.344901e+01
y_rep[90] 1.379690e+01 1.387897e+01 1.416846e+01
y_rep[91] 1.380466e+01 1.389053e+01 1.418788e+01
y_rep[92] 1.346160e+01 1.354895e+01 1.384129e+01
y_rep[93] 1.314330e+01 1.323562e+01 1.354287e+01
y_rep[94] 1.338045e+01 1.347500e+01 1.377493e+01
y_rep[95] 1.339193e+01 1.348397e+01 1.375437e+01
y_rep[96] 1.359555e+01 1.368555e+01 1.400149e+01
y_rep[97] 1.374463e+01 1.383738e+01 1.414259e+01
y_rep[98] 1.349069e+01 1.358200e+01 1.387330e+01
y_rep[99] 1.302960e+01 1.311947e+01 1.339733e+01
y_rep[100] 1.280952e+01 1.290085e+01 1.322767e+01
y_rep[101] 1.278303e+01 1.286752e+01 1.317141e+01
y_rep[102] 1.318674e+01 1.327717e+01 1.359100e+01
y_rep[103] 1.414438e+01 1.422732e+01 1.455034e+01
y_rep[104] 1.369739e+01 1.379236e+01 1.411544e+01
y_rep[105] 1.346574e+01 1.355760e+01 1.388492e+01
y_rep[106] 1.337129e+01 1.345313e+01 1.376249e+01
y_rep[107] 1.288034e+01 1.296609e+01 1.326585e+01
y_rep[108] 1.294197e+01 1.303866e+01 1.339546e+01
y_rep[109] 1.348408e+01 1.356789e+01 1.386310e+01
y_rep[110] 1.340820e+01 1.350194e+01 1.377088e+01
y_rep[111] 1.286061e+01 1.295998e+01 1.324928e+01
y_rep[112] 1.279465e+01 1.289020e+01 1.319801e+01
y_rep[113] 1.187997e+01 1.196768e+01 1.227910e+01
y_rep[114] 1.138338e+01 1.147640e+01 1.176870e+01
y_rep[115] 1.157051e+01 1.166768e+01 1.200390e+01
y_rep[116] 1.209764e+01 1.217872e+01 1.247236e+01
y_rep[117] 1.208738e+01 1.218426e+01 1.248378e+01
y_rep[118] 1.166946e+01 1.175774e+01 1.203750e+01
y_rep[119] 1.155355e+01 1.163551e+01 1.187997e+01
y_rep[120] 1.119207e+01 1.128255e+01 1.159886e+01
y_rep[121] 1.117338e+01 1.126354e+01 1.157183e+01
y_rep[122] 1.161886e+01 1.171623e+01 1.208412e+01
y_rep[123] 1.197469e+01 1.206716e+01 1.234563e+01
y_rep[124] 1.208048e+01 1.217311e+01 1.246869e+01
y_rep[125] 1.196974e+01 1.205845e+01 1.240106e+01
y_rep[126] 1.147199e+01 1.156565e+01 1.185980e+01
y_rep[127] 1.111025e+01 1.120271e+01 1.151710e+01
y_rep[128] 1.123579e+01 1.132682e+01 1.165244e+01
y_rep[129] 1.128897e+01 1.138288e+01 1.167854e+01
y_rep[130] 1.146887e+01 1.155681e+01 1.189222e+01
y_rep[131] 1.144050e+01 1.153571e+01 1.183675e+01
y_rep[132] 1.085367e+01 1.094266e+01 1.124842e+01
y_rep[133] 1.056651e+01 1.065999e+01 1.094968e+01
y_rep[134] 1.069334e+01 1.077915e+01 1.107981e+01
y_rep[135] 1.090639e+01 1.099279e+01 1.127018e+01
y_rep[136] 1.077425e+01 1.086372e+01 1.116102e+01
y_rep[137] 1.154176e+01 1.163376e+01 1.192955e+01
y_rep[138] 1.151088e+01 1.160866e+01 1.192984e+01
y_rep[139] 1.107864e+01 1.116834e+01 1.147402e+01
y_rep[140] 1.081972e+01 1.090851e+01 1.120556e+01
y_rep[141] 1.164825e+01 1.174261e+01 1.200907e+01
y_rep[142] 1.124874e+01 1.133666e+01 1.164486e+01
y_rep[143] 1.135975e+01 1.144407e+01 1.176514e+01
y_rep[144] 1.128701e+01 1.138027e+01 1.167533e+01
y_rep[145] 1.053066e+01 1.061959e+01 1.089612e+01
y_rep[146] 1.024404e+01 1.033322e+01 1.067373e+01
y_rep[147] 1.028075e+01 1.036993e+01 1.062687e+01
y_rep[148] 1.064447e+01 1.074733e+01 1.107523e+01
y_rep[149] 1.058339e+01 1.067584e+01 1.098922e+01
y_rep[150] 1.085027e+01 1.093813e+01 1.125072e+01
y_rep[151] 1.071134e+01 1.079866e+01 1.115782e+01
y_rep[152] 1.065891e+01 1.074597e+01 1.104045e+01
y_rep[153] 1.020040e+01 1.028429e+01 1.060977e+01
y_rep[154] 1.002551e+01 1.011360e+01 1.037727e+01
y_rep[155] 1.019415e+01 1.028069e+01 1.056278e+01
y_rep[156] 1.089803e+01 1.099633e+01 1.127282e+01
y_rep[157] 1.118131e+01 1.127093e+01 1.155708e+01
y_rep[158] 1.132067e+01 1.141593e+01 1.172699e+01
y_rep[159] 1.118203e+01 1.127325e+01 1.157336e+01
y_rep[160] 1.045966e+01 1.054868e+01 1.087860e+01
y_rep[161] 1.028131e+01 1.036163e+01 1.063639e+01
y_rep[162] 1.077563e+01 1.086223e+01 1.114922e+01
y_rep[163] 1.090728e+01 1.099329e+01 1.125962e+01
y_rep[164] 1.084494e+01 1.093047e+01 1.120796e+01
y_rep[165] 1.079375e+01 1.088428e+01 1.115683e+01
y_rep[166] 1.092079e+01 1.100864e+01 1.132633e+01
y_rep[167] 1.072408e+01 1.081198e+01 1.112212e+01
y_rep[168] 1.062189e+01 1.070756e+01 1.102010e+01
y_rep[169] 1.330629e+01 1.339059e+01 1.376659e+01
y_rep[170] 1.748337e+01 1.759881e+01 1.790219e+01
y_rep[171] 1.648809e+01 1.658313e+01 1.690809e+01
y_rep[172] 1.666156e+01 1.674215e+01 1.700643e+01
y_rep[173] 1.692748e+01 1.701581e+01 1.736386e+01
y_rep[174] 1.699042e+01 1.708153e+01 1.738396e+01
y_rep[175] 1.759133e+01 1.768324e+01 1.803604e+01
y_rep[176] 1.787163e+01 1.796134e+01 1.824840e+01
y_rep[177] 1.722779e+01 1.732198e+01 1.761737e+01
y_rep[178] 1.740121e+01 1.748964e+01 1.781369e+01
y_rep[179] 1.761409e+01 1.769848e+01 1.802199e+01
y_rep[180] 1.737472e+01 1.746286e+01 1.772835e+01
y_rep[181] 1.719977e+01 1.729195e+01 1.759361e+01
y_rep[182] 1.724821e+01 1.733616e+01 1.760662e+01
y_rep[183] 1.688193e+01 1.696959e+01 1.727016e+01
y_rep[184] 1.733200e+01 1.741898e+01 1.774883e+01
y_rep[185] 1.751326e+01 1.760653e+01 1.790049e+01
y_rep[186] 1.709552e+01 1.719026e+01 1.749702e+01
y_rep[187] 1.711854e+01 1.720740e+01 1.751985e+01
y_rep[188] 1.710248e+01 1.718649e+01 1.752147e+01
y_rep[189] 1.753678e+01 1.763341e+01 1.792774e+01
y_rep[190] 1.767999e+01 1.776739e+01 1.808302e+01
y_rep[191] 1.871516e+01 1.881756e+01 1.911231e+01
y_rep[192] 1.725417e+01 1.735434e+01 1.767006e+01
y_rep[193] 1.432669e+01 1.442246e+01 1.472185e+01
y_rep[194] 1.420124e+01 1.429037e+01 1.459936e+01
y_rep[195] 1.382134e+01 1.391200e+01 1.421846e+01
y_rep[196] 1.312429e+01 1.322166e+01 1.355772e+01
y_rep[197] 1.290990e+01 1.300252e+01 1.334514e+01
y_rep[198] 1.321664e+01 1.330787e+01 1.359317e+01
y_rep[199] 1.394303e+01 1.403321e+01 1.439018e+01
y_rep[200] 1.391975e+01 1.400767e+01 1.435455e+01
y_rep[201] 1.363815e+01 1.372214e+01 1.404981e+01
y_rep[202] 1.315987e+01 1.325154e+01 1.352374e+01
y_rep[203] 1.304058e+01 1.313756e+01 1.352178e+01
y_rep[204] 1.441425e+01 1.450222e+01 1.476596e+01
y_rep[205] 1.554284e+01 1.564075e+01 1.593049e+01
y_rep[206] 1.546970e+01 1.555441e+01 1.584689e+01
y_rep[207] 1.514174e+01 1.523151e+01 1.556779e+01
y_rep[208] 1.517104e+01 1.526004e+01 1.554369e+01
y_rep[209] 1.474712e+01 1.483207e+01 1.515571e+01
y_rep[210] 1.479447e+01 1.488064e+01 1.523769e+01
y_rep[211] 1.484132e+01 1.492692e+01 1.524532e+01
y_rep[212] 1.494212e+01 1.503430e+01 1.540578e+01
y_rep[213] 1.445665e+01 1.454930e+01 1.486376e+01
y_rep[214] 1.406689e+01 1.415728e+01 1.441551e+01
y_rep[215] 1.363892e+01 1.372199e+01 1.403130e+01
y_rep[216] 1.344211e+01 1.353603e+01 1.384800e+01
y_rep[217] 1.355243e+01 1.364191e+01 1.392998e+01
y_rep[218] 1.408549e+01 1.417273e+01 1.448578e+01
y_rep[219] 1.435796e+01 1.445427e+01 1.478081e+01
y_rep[220] 1.418520e+01 1.427451e+01 1.455151e+01
y_rep[221] 1.375214e+01 1.383889e+01 1.414667e+01
y_rep[222] 1.314397e+01 1.323417e+01 1.352920e+01
y_rep[223] 1.316944e+01 1.325713e+01 1.356016e+01
y_rep[224] 1.316343e+01 1.325586e+01 1.352059e+01
y_rep[225] 1.361582e+01 1.370432e+01 1.400805e+01
y_rep[226] 1.328721e+01 1.337423e+01 1.364604e+01
y_rep[227] 1.271760e+01 1.280610e+01 1.311753e+01
y_rep[228] 1.194472e+01 1.203901e+01 1.234198e+01
y_rep[229] 1.172507e+01 1.181179e+01 1.209723e+01
y_rep[230] 1.150420e+01 1.159483e+01 1.188374e+01
y_rep[231] 1.164833e+01 1.173775e+01 1.202968e+01
y_rep[232] 1.260987e+01 1.270193e+01 1.307726e+01
y_rep[233] 1.260993e+01 1.270468e+01 1.301218e+01
y_rep[234] 1.214207e+01 1.223357e+01 1.252933e+01
y_rep[235] 1.236227e+01 1.245211e+01 1.278098e+01
y_rep[236] 1.260412e+01 1.269985e+01 1.298492e+01
y_rep[237] 1.264585e+01 1.274223e+01 1.305030e+01
y_rep[238] 1.260909e+01 1.270466e+01 1.298938e+01
y_rep[239] 1.347515e+01 1.355883e+01 1.390393e+01
y_rep[240] 1.404302e+01 1.413702e+01 1.444154e+01
y_rep[241] 1.351548e+01 1.360911e+01 1.390014e+01
y_rep[242] 1.345420e+01 1.353859e+01 1.385901e+01
y_rep[243] 1.352248e+01 1.361604e+01 1.392966e+01
y_rep[244] 1.355748e+01 1.364467e+01 1.393875e+01
y_rep[245] 1.384977e+01 1.394192e+01 1.419743e+01
y_rep[246] 1.444251e+01 1.452748e+01 1.478653e+01
y_rep[247] 1.406368e+01 1.415123e+01 1.442504e+01
y_rep[248] 1.368971e+01 1.378759e+01 1.411685e+01
y_rep[249] 1.382742e+01 1.392436e+01 1.420442e+01
y_rep[250] 1.353578e+01 1.363079e+01 1.388487e+01
y_rep[251] 1.414957e+01 1.423824e+01 1.449085e+01
y_rep[252] 1.454827e+01 1.463511e+01 1.494604e+01
y_rep[253] 1.455421e+01 1.464216e+01 1.494597e+01
y_rep[254] 1.414765e+01 1.424357e+01 1.453723e+01
y_rep[255] 1.373789e+01 1.383300e+01 1.409540e+01
y_rep[256] 1.369986e+01 1.379879e+01 1.410037e+01
y_rep[257] 1.394677e+01 1.404314e+01 1.431404e+01
y_rep[258] 1.393002e+01 1.402599e+01 1.433491e+01
y_rep[259] 1.362221e+01 1.371764e+01 1.402885e+01
y_rep[260] 1.359396e+01 1.368600e+01 1.398601e+01
y_rep[261] 1.351621e+01 1.360751e+01 1.392447e+01
y_rep[262] 1.241307e+01 1.250157e+01 1.283483e+01
y_rep[263] 1.213216e+01 1.222085e+01 1.250976e+01
y_rep[264] 1.236920e+01 1.246095e+01 1.281863e+01
y_rep[265] 1.244980e+01 1.254383e+01 1.286208e+01
y_rep[266] 1.343520e+01 1.352720e+01 1.383075e+01
y_rep[267] 1.316637e+01 1.325594e+01 1.358077e+01
y_rep[268] 1.271487e+01 1.280453e+01 1.309758e+01
y_rep[269] 1.257754e+01 1.266137e+01 1.291268e+01
y_rep[270] 1.303868e+01 1.312755e+01 1.342916e+01
y_rep[271] 1.353130e+01 1.361894e+01 1.392576e+01
y_rep[272] 1.376203e+01 1.384860e+01 1.408143e+01
y_rep[273] 1.356413e+01 1.365939e+01 1.400210e+01
y_rep[274] 1.347542e+01 1.357145e+01 1.387746e+01
y_rep[275] 1.282112e+01 1.290492e+01 1.320010e+01
y_rep[276] 1.266335e+01 1.276149e+01 1.305235e+01
y_rep[277] 1.270556e+01 1.279090e+01 1.308925e+01
y_rep[278] 1.286200e+01 1.295032e+01 1.326796e+01
y_rep[279] 1.284779e+01 1.293602e+01 1.321770e+01
y_rep[280] 1.291117e+01 1.300532e+01 1.328514e+01
y_rep[281] 1.280760e+01 1.289254e+01 1.316603e+01
y_rep[282] 1.262986e+01 1.272056e+01 1.298517e+01
y_rep[283] 1.323711e+01 1.332983e+01 1.363822e+01
y_rep[284] 1.307684e+01 1.316869e+01 1.344267e+01
y_rep[285] 1.358565e+01 1.367450e+01 1.394269e+01
y_rep[286] 1.368369e+01 1.377282e+01 1.407311e+01
y_rep[287] 1.347541e+01 1.357245e+01 1.389739e+01
y_rep[288] 1.320655e+01 1.330150e+01 1.358719e+01
y_rep[289] 1.282896e+01 1.291296e+01 1.321762e+01
y_rep[290] 1.273043e+01 1.282291e+01 1.314825e+01
y_rep[291] 1.290753e+01 1.298967e+01 1.326623e+01
y_rep[292] 1.305016e+01 1.314669e+01 1.340287e+01
y_rep[293] 1.280582e+01 1.290765e+01 1.319699e+01
y_rep[294] 1.262947e+01 1.272145e+01 1.299493e+01
y_rep[295] 1.294041e+01 1.303080e+01 1.329493e+01
y_rep[296] 1.348231e+01 1.357050e+01 1.384171e+01
y_rep[297] 1.317084e+01 1.326694e+01 1.360515e+01
y_rep[298] 1.452651e+01 1.461090e+01 1.486548e+01
y_rep[299] 1.464599e+01 1.473245e+01 1.504452e+01
y_rep[300] 1.493678e+01 1.502884e+01 1.533451e+01
y_rep[301] 1.488616e+01 1.497198e+01 1.526914e+01
y_rep[302] 1.487721e+01 1.496834e+01 1.525428e+01
y_rep[303] 1.477992e+01 1.487312e+01 1.517162e+01
y_rep[304] 1.488261e+01 1.496686e+01 1.528426e+01
y_rep[305] 1.486129e+01 1.495882e+01 1.529137e+01
y_rep[306] 1.461682e+01 1.470675e+01 1.502246e+01
y_rep[307] 1.463503e+01 1.473121e+01 1.501928e+01
y_rep[308] 1.461742e+01 1.470906e+01 1.502100e+01
y_rep[309] 1.555802e+01 1.564924e+01 1.596677e+01
y_rep[310] 1.601338e+01 1.610294e+01 1.641559e+01
y_rep[311] 1.576380e+01 1.585880e+01 1.617604e+01
y_rep[312] 1.570690e+01 1.580039e+01 1.611159e+01
y_rep[313] 1.586580e+01 1.595070e+01 1.627378e+01
y_rep[314] 1.568923e+01 1.578149e+01 1.607371e+01
y_rep[315] 1.534805e+01 1.543892e+01 1.577035e+01
y_rep[316] 1.521498e+01 1.530261e+01 1.560711e+01
y_rep[317] 1.490984e+01 1.499313e+01 1.527682e+01
y_rep[318] 1.471383e+01 1.480230e+01 1.509686e+01
y_rep[319] 1.481412e+01 1.489772e+01 1.521609e+01
y_rep[320] 1.407482e+01 1.416545e+01 1.442153e+01
y_rep[321] 1.314992e+01 1.324576e+01 1.359947e+01
y_rep[322] 1.308917e+01 1.317929e+01 1.348833e+01
y_rep[323] 1.259039e+01 1.267725e+01 1.295750e+01
y_rep[324] 1.282411e+01 1.291433e+01 1.327797e+01
y_rep[325] 1.312384e+01 1.321529e+01 1.355704e+01
y_rep[326] 1.324892e+01 1.334210e+01 1.359678e+01
y_rep[327] 1.357605e+01 1.366755e+01 1.395174e+01
y_rep[328] 1.349966e+01 1.358193e+01 1.384848e+01
y_rep[329] 1.351798e+01 1.360615e+01 1.390089e+01
y_rep[330] 1.354630e+01 1.363541e+01 1.392386e+01
y_rep[331] 1.358013e+01 1.367416e+01 1.395041e+01
y_rep[332] 1.289529e+01 1.298595e+01 1.326652e+01
y_rep[333] 1.347043e+01 1.356517e+01 1.393619e+01
y_rep[334] 1.361610e+01 1.370493e+01 1.395860e+01
y_rep[335] 1.341166e+01 1.349768e+01 1.380794e+01
y_rep[336] 1.319827e+01 1.329002e+01 1.359944e+01
y_rep[337] 1.318409e+01 1.327451e+01 1.358800e+01
y_rep[338] 1.369691e+01 1.378132e+01 1.411625e+01
y_rep[339] 1.387563e+01 1.396344e+01 1.424447e+01
y_rep[340] 1.415268e+01 1.423985e+01 1.457927e+01
y_rep[341] 1.381736e+01 1.390796e+01 1.417990e+01
y_rep[342] 1.394222e+01 1.403466e+01 1.431556e+01
y_rep[343] 1.422555e+01 1.431138e+01 1.456151e+01
y_rep[344] 1.403726e+01 1.412950e+01 1.441859e+01
y_rep[345] 1.425630e+01 1.435173e+01 1.466587e+01
y_rep[346] 1.452338e+01 1.461302e+01 1.490009e+01
y_rep[347] 1.406235e+01 1.415368e+01 1.446239e+01
y_rep[348] 1.399966e+01 1.409057e+01 1.441751e+01
y_rep[349] 1.380866e+01 1.390972e+01 1.421652e+01
y_rep[350] 1.388624e+01 1.397741e+01 1.431099e+01
y_rep[351] 1.398497e+01 1.407956e+01 1.436574e+01
y_rep[352] 1.445232e+01 1.454604e+01 1.485688e+01
y_rep[353] 1.447365e+01 1.456832e+01 1.487900e+01
y_rep[354] 1.532164e+01 1.541530e+01 1.572315e+01
y_rep[355] 1.535163e+01 1.544164e+01 1.575000e+01
y_rep[356] 1.540162e+01 1.548934e+01 1.581353e+01
y_rep[357] 1.735175e+01 1.743691e+01 1.774374e+01
y_rep[358] 1.906867e+01 1.915955e+01 1.943068e+01
y_rep[359] 1.820315e+01 1.829335e+01 1.860466e+01
y_rep[360] 1.903427e+01 1.912923e+01 1.949366e+01
y_rep[361] 1.897281e+01 1.906087e+01 1.938155e+01
y_rep[362] 1.909554e+01 1.917893e+01 1.948071e+01
y_rep[363] 2.008483e+01 2.017242e+01 2.050736e+01
y_rep[364] 2.046776e+01 2.056512e+01 2.089687e+01
y_rep[365] 2.008511e+01 2.017779e+01 2.047675e+01
y_rep[366] 2.030809e+01 2.039205e+01 2.066862e+01
y_rep[367] 2.105814e+01 2.113799e+01 2.145012e+01
y_rep[368] 2.093774e+01 2.103252e+01 2.131040e+01
y_rep[369] 2.142599e+01 2.151665e+01 2.180470e+01
y_rep[370] 2.180582e+01 2.189167e+01 2.220476e+01
y_rep[371] 2.137089e+01 2.146177e+01 2.175410e+01
y_rep[372] 2.195158e+01 2.204304e+01 2.236021e+01
y_rep[373] 2.218092e+01 2.226978e+01 2.251497e+01
y_rep[374] 2.192338e+01 2.200729e+01 2.230556e+01
y_rep[375] 2.195558e+01 2.204804e+01 2.232867e+01
y_rep[376] 2.205126e+01 2.214206e+01 2.245347e+01
y_rep[377] 2.194115e+01 2.203616e+01 2.234346e+01
y_rep[378] 2.189809e+01 2.198492e+01 2.230731e+01
y_rep[379] 2.157429e+01 2.166410e+01 2.196583e+01
y_rep[380] 1.954687e+01 1.963789e+01 1.992958e+01
y_rep[381] 1.995725e+01 2.004826e+01 2.031291e+01
y_rep[382] 2.066315e+01 2.076020e+01 2.105451e+01
y_rep[383] 2.031165e+01 2.039745e+01 2.073149e+01
y_rep[384] 2.000198e+01 2.009100e+01 2.041770e+01
y_rep[385] 1.979334e+01 1.988459e+01 2.016728e+01
y_rep[386] 1.936250e+01 1.945632e+01 1.979651e+01
y_rep[387] 1.985543e+01 1.993623e+01 2.024349e+01
y_rep[388] 2.033844e+01 2.042942e+01 2.069595e+01
y_rep[389] 2.001926e+01 2.010798e+01 2.038241e+01
y_rep[390] 1.947016e+01 1.956468e+01 1.988195e+01
y_rep[391] 1.928809e+01 1.937727e+01 1.965664e+01
y_rep[392] 1.860270e+01 1.868503e+01 1.902454e+01
y_rep[393] 1.892373e+01 1.901763e+01 1.933043e+01
y_rep[394] 1.894411e+01 1.903262e+01 1.930619e+01
y_rep[395] 1.858456e+01 1.867902e+01 1.897628e+01
y_rep[396] 1.810164e+01 1.820354e+01 1.852458e+01
y_rep[397] 1.803611e+01 1.812846e+01 1.844982e+01
y_rep[398] 1.803415e+01 1.812224e+01 1.840669e+01
y_rep[399] 1.791385e+01 1.800302e+01 1.829397e+01
y_rep[400] 1.749539e+01 1.759810e+01 1.794465e+01
y_rep[401] 1.768904e+01 1.777781e+01 1.804699e+01
y_rep[402] 1.757523e+01 1.766641e+01 1.795771e+01
y_rep[403] 1.727273e+01 1.736586e+01 1.766732e+01
y_rep[404] 1.674919e+01 1.684008e+01 1.714083e+01
y_rep[405] 1.596211e+01 1.604829e+01 1.635421e+01
y_rep[406] 1.608246e+01 1.617526e+01 1.644500e+01
y_rep[407] 1.639367e+01 1.649633e+01 1.680674e+01
y_rep[408] 1.621314e+01 1.630158e+01 1.657495e+01
y_rep[409] 1.594742e+01 1.604025e+01 1.635100e+01
y_rep[410] 1.537166e+01 1.545952e+01 1.577526e+01
y_rep[411] 1.515610e+01 1.524943e+01 1.555823e+01
y_rep[412] 1.532058e+01 1.540804e+01 1.570066e+01
y_rep[413] 1.532399e+01 1.541772e+01 1.574185e+01
y_rep[414] 1.502747e+01 1.511284e+01 1.543194e+01
y_rep[415] 1.497021e+01 1.506156e+01 1.536671e+01
y_rep[416] 1.512083e+01 1.521203e+01 1.553219e+01
y_rep[417] 1.482061e+01 1.490911e+01 1.521870e+01
y_rep[418] 1.506142e+01 1.516023e+01 1.543432e+01
y_rep[419] 1.606061e+01 1.615281e+01 1.641449e+01
y_rep[420] 1.586017e+01 1.595183e+01 1.622106e+01
y_rep[421] 1.564668e+01 1.573696e+01 1.606146e+01
y_rep[422] 1.527944e+01 1.537014e+01 1.566270e+01
y_rep[423] 1.492190e+01 1.501742e+01 1.534942e+01
y_rep[424] 1.543183e+01 1.552298e+01 1.581157e+01
y_rep[425] 1.590547e+01 1.599435e+01 1.632471e+01
y_rep[426] 1.589088e+01 1.597349e+01 1.624144e+01
y_rep[427] 1.589966e+01 1.598627e+01 1.632468e+01
y_rep[428] 1.602127e+01 1.611037e+01 1.641689e+01
y_rep[429] 1.572760e+01 1.581225e+01 1.612181e+01
y_rep[430] 1.578685e+01 1.587945e+01 1.617865e+01
y_rep[431] 1.613034e+01 1.621877e+01 1.650730e+01
y_rep[432] 1.592480e+01 1.601692e+01 1.627152e+01
y_rep[433] 1.616992e+01 1.627065e+01 1.654788e+01
y_rep[434] 1.647165e+01 1.656432e+01 1.689148e+01
y_rep[435] 1.618559e+01 1.626929e+01 1.658202e+01
y_rep[436] 1.590362e+01 1.599710e+01 1.629606e+01
y_rep[437] 1.631961e+01 1.640407e+01 1.669131e+01
y_rep[438] 1.591485e+01 1.601479e+01 1.628516e+01
y_rep[439] 1.571693e+01 1.580251e+01 1.611365e+01
y_rep[440] 1.576383e+01 1.585413e+01 1.618935e+01
y_rep[441] 1.563246e+01 1.572326e+01 1.598888e+01
y_rep[442] 1.528258e+01 1.538115e+01 1.565219e+01
y_rep[443] 1.550693e+01 1.559779e+01 1.593919e+01
y_rep[444] 1.518046e+01 1.526886e+01 1.555856e+01
y_rep[445] 1.512031e+01 1.521194e+01 1.551362e+01
y_rep[446] 1.572639e+01 1.582068e+01 1.612859e+01
y_rep[447] 1.567781e+01 1.577038e+01 1.606356e+01
y_rep[448] 1.470476e+01 1.479846e+01 1.512958e+01
y_rep[449] 1.486874e+01 1.496149e+01 1.523670e+01
y_rep[450] 1.466681e+01 1.475448e+01 1.505396e+01
y_rep[451] 1.443455e+01 1.452651e+01 1.487677e+01
y_rep[452] 1.434750e+01 1.443480e+01 1.474637e+01
y_rep[453] 1.399624e+01 1.409149e+01 1.436977e+01
y_rep[454] 1.362715e+01 1.371850e+01 1.398351e+01
y_rep[455] 1.483278e+01 1.493145e+01 1.518484e+01
y_rep[456] 1.488858e+01 1.498281e+01 1.525514e+01
y_rep[457] 1.473273e+01 1.481896e+01 1.509057e+01
y_rep[458] 1.485302e+01 1.494390e+01 1.524296e+01
y_rep[459] 1.495052e+01 1.503792e+01 1.536328e+01
y_rep[460] 1.444855e+01 1.454086e+01 1.488227e+01
y_rep[461] 1.481333e+01 1.490468e+01 1.519398e+01
y_rep[462] 1.456825e+01 1.465813e+01 1.494937e+01
y_rep[463] 1.414155e+01 1.422763e+01 1.458041e+01
y_rep[464] 1.411722e+01 1.421183e+01 1.453778e+01
y_rep[465] 1.383997e+01 1.391806e+01 1.423467e+01
y_rep[466] 1.383667e+01 1.393146e+01 1.423834e+01
y_rep[467] 1.542336e+01 1.550974e+01 1.584156e+01
y_rep[468] 1.505588e+01 1.514925e+01 1.544662e+01
y_rep[469] 1.524482e+01 1.533623e+01 1.567386e+01
y_rep[470] 1.570218e+01 1.578534e+01 1.608859e+01
y_rep[471] 1.596925e+01 1.605521e+01 1.634073e+01
y_rep[472] 1.561958e+01 1.571120e+01 1.598911e+01
y_rep[473] 1.909512e+01 1.918334e+01 1.950551e+01
y_rep[474] 2.213046e+01 2.222728e+01 2.253753e+01
y_rep[475] 2.178952e+01 2.188214e+01 2.218040e+01
y_rep[476] 2.182842e+01 2.192302e+01 2.220657e+01
y_rep[477] 2.157932e+01 2.166666e+01 2.202242e+01
y_rep[478] 2.060794e+01 2.069826e+01 2.101606e+01
y_rep[479] 2.144387e+01 2.153262e+01 2.185751e+01
y_rep[480] 2.123990e+01 2.133467e+01 2.161806e+01
y_rep[481] 2.108474e+01 2.118168e+01 2.150854e+01
y_rep[482] 2.101763e+01 2.111170e+01 2.143703e+01
y_rep[483] 2.127749e+01 2.137017e+01 2.165262e+01
y_rep[484] 2.133093e+01 2.143115e+01 2.175815e+01
y_rep[485] 2.158946e+01 2.169167e+01 2.201720e+01
y_rep[486] 2.179621e+01 2.188354e+01 2.213889e+01
y_rep[487] 2.141228e+01 2.150605e+01 2.181155e+01
y_rep[488] 2.238404e+01 2.248203e+01 2.278320e+01
y_rep[489] 2.216848e+01 2.226580e+01 2.261264e+01
y_rep[490] 2.145608e+01 2.154396e+01 2.188231e+01
y_rep[491] 2.149847e+01 2.159427e+01 2.193819e+01
y_rep[492] 2.120403e+01 2.128411e+01 2.158665e+01
y_rep[493] 2.076105e+01 2.085729e+01 2.114738e+01
y_rep[494] 2.113051e+01 2.122152e+01 2.149479e+01
y_rep[495] 2.098681e+01 2.107454e+01 2.143785e+01
y_rep[496] 1.906479e+01 1.916105e+01 1.952212e+01
y_rep[497] 1.585079e+01 1.594535e+01 1.627871e+01
y_rep[498] 1.644497e+01 1.654716e+01 1.687141e+01
y_rep[499] 1.664174e+01 1.674208e+01 1.702679e+01
y_rep[500] 1.570315e+01 1.578936e+01 1.609566e+01
y_rep[501] 1.585799e+01 1.594136e+01 1.622597e+01
y_rep[502] 1.544128e+01 1.553324e+01 1.585385e+01
y_rep[503] 1.562808e+01 1.571900e+01 1.607511e+01
y_rep[504] 1.565618e+01 1.574948e+01 1.604563e+01
y_rep[505] 1.525873e+01 1.535917e+01 1.568226e+01
y_rep[506] 1.494891e+01 1.503687e+01 1.531148e+01
y_rep[507] 1.477778e+01 1.487155e+01 1.515808e+01
y_rep[508] 1.419864e+01 1.428995e+01 1.458960e+01
y_rep[509] 1.449142e+01 1.457849e+01 1.490948e+01
y_rep[510] 1.412985e+01 1.422021e+01 1.449030e+01
y_rep[511] 1.356676e+01 1.366376e+01 1.393878e+01
y_rep[512] 1.369743e+01 1.378974e+01 1.412894e+01
y_rep[513] 1.326514e+01 1.335907e+01 1.366076e+01
y_rep[514] 1.285237e+01 1.293333e+01 1.316802e+01
y_rep[515] 1.287372e+01 1.297205e+01 1.328280e+01
y_rep[516] 1.319815e+01 1.329090e+01 1.357500e+01
y_rep[517] 1.281276e+01 1.289886e+01 1.322658e+01
y_rep[518] 1.301984e+01 1.310954e+01 1.341176e+01
y_rep[519] 1.297948e+01 1.306823e+01 1.335130e+01
y_rep[520] 1.238073e+01 1.247447e+01 1.284815e+01
y_rep[521] 1.270742e+01 1.279296e+01 1.310566e+01
y_rep[522] 1.256484e+01 1.264745e+01 1.294820e+01
y_rep[523] 1.234678e+01 1.243195e+01 1.274166e+01
y_rep[524] 1.218968e+01 1.228242e+01 1.256292e+01
y_rep[525] 1.229508e+01 1.239000e+01 1.265021e+01
y_rep[526] 1.178984e+01 1.188664e+01 1.216509e+01
y_rep[527] 1.173197e+01 1.181997e+01 1.218288e+01
y_rep[528] 1.223249e+01 1.233498e+01 1.266832e+01
y_rep[529] 1.199600e+01 1.209011e+01 1.244586e+01
y_rep[530] 1.229421e+01 1.238566e+01 1.270864e+01
y_rep[531] 1.210661e+01 1.218772e+01 1.249869e+01
y_rep[532] 1.146152e+01 1.155955e+01 1.182971e+01
y_rep[533] 1.171008e+01 1.180266e+01 1.203559e+01
y_rep[534] 1.187110e+01 1.197046e+01 1.225938e+01
y_rep[535] 1.167817e+01 1.177023e+01 1.205529e+01
y_rep[536] 1.266018e+01 1.275572e+01 1.304998e+01
y_rep[537] 1.227052e+01 1.235636e+01 1.269731e+01
y_rep[538] 1.183373e+01 1.192299e+01 1.219404e+01
y_rep[539] 1.187037e+01 1.196152e+01 1.227943e+01
y_rep[540] 1.155531e+01 1.164674e+01 1.195584e+01
y_rep[541] 1.149190e+01 1.158732e+01 1.189249e+01
y_rep[542] 1.158468e+01 1.166883e+01 1.194624e+01
y_rep[543] 1.133445e+01 1.141442e+01 1.170358e+01
y_rep[544] 1.115103e+01 1.123400e+01 1.159063e+01
y_rep[545] 1.170072e+01 1.179470e+01 1.212421e+01
y_rep[546] 1.132625e+01 1.142062e+01 1.169742e+01
y_rep[547] 1.137290e+01 1.145698e+01 1.175913e+01
y_rep[548] 1.129632e+01 1.138870e+01 1.170247e+01
y_rep[549] 1.162209e+01 1.171165e+01 1.201542e+01
y_rep[550] 1.155194e+01 1.163883e+01 1.194915e+01
y_rep[551] 1.126482e+01 1.135387e+01 1.167094e+01
y_rep[552] 1.098758e+01 1.108027e+01 1.138605e+01
y_rep[553] 1.085425e+01 1.094190e+01 1.129056e+01
y_rep[554] 1.104471e+01 1.113225e+01 1.144114e+01
y_rep[555] 1.097337e+01 1.105914e+01 1.134324e+01
y_rep[556] 1.042582e+01 1.051232e+01 1.081593e+01
y_rep[557] 1.024541e+01 1.032959e+01 1.065291e+01
y_rep[558] 1.033171e+01 1.041934e+01 1.075055e+01
y_rep[559] 1.006534e+01 1.016002e+01 1.050955e+01
y_rep[560] 1.325181e+01 1.334518e+01 1.363327e+01
y_rep[561] 1.280504e+01 1.289646e+01 1.318596e+01
y_rep[562] 1.264058e+01 1.273847e+01 1.302074e+01
y_rep[563] 1.299491e+01 1.308936e+01 1.342545e+01
y_rep[564] 1.346158e+01 1.355673e+01 1.387058e+01
y_rep[565] 1.297212e+01 1.306573e+01 1.338221e+01
y_rep[566] 1.319128e+01 1.328293e+01 1.357248e+01
y_rep[567] 1.292256e+01 1.300936e+01 1.328342e+01
y_rep[568] 1.251880e+01 1.260981e+01 1.289446e+01
y_rep[569] 1.284791e+01 1.293713e+01 1.322190e+01
y_rep[570] 1.271033e+01 1.280227e+01 1.309199e+01
y_rep[571] 1.267941e+01 1.277319e+01 1.306032e+01
y_rep[572] 1.231435e+01 1.239886e+01 1.272209e+01
y_rep[573] 1.235448e+01 1.244662e+01 1.275918e+01
y_rep[574] 1.209933e+01 1.218953e+01 1.250810e+01
y_rep[575] 1.232595e+01 1.240861e+01 1.274295e+01
y_rep[576] 1.206792e+01 1.215347e+01 1.244867e+01
y_rep[577] 1.197194e+01 1.206783e+01 1.239872e+01
y_rep[578] 1.234863e+01 1.244138e+01 1.277553e+01
y_rep[579] 1.233984e+01 1.242763e+01 1.269553e+01
y_rep[580] 1.204109e+01 1.213467e+01 1.243902e+01
y_rep[581] 1.213719e+01 1.222810e+01 1.257160e+01
y_rep[582] 1.216978e+01 1.225894e+01 1.252057e+01
y_rep[583] 1.101019e+01 1.110738e+01 1.141587e+01
y_rep[584] 1.106041e+01 1.115623e+01 1.147335e+01
y_rep[585] 1.085085e+01 1.094094e+01 1.124166e+01
y_rep[586] 1.047907e+01 1.057518e+01 1.087260e+01
y_rep[587] 1.060132e+01 1.069516e+01 1.100211e+01
y_rep[588] 1.123891e+01 1.132663e+01 1.163197e+01
y_rep[589] 1.125997e+01 1.135882e+01 1.167478e+01
y_rep[590] 1.154223e+01 1.162760e+01 1.192104e+01
y_rep[591] 1.160593e+01 1.170043e+01 1.199613e+01
y_rep[592] 1.771137e+01 1.784317e+01 1.815912e+01
y_rep[593] 1.865539e+01 1.875167e+01 1.904253e+01
y_rep[594] 1.919735e+01 1.929013e+01 1.961167e+01
y_rep[595] 1.857732e+01 1.867082e+01 1.896242e+01
y_rep[596] 1.907668e+01 1.915965e+01 1.944306e+01
y_rep[597] 1.942670e+01 1.952039e+01 1.983346e+01
y_rep[598] 1.929907e+01 1.939385e+01 1.967519e+01
y_rep[599] 1.959799e+01 1.969379e+01 1.999946e+01
y_rep[600] 1.939212e+01 1.948160e+01 1.982415e+01
y_rep[601] 1.946956e+01 1.955687e+01 1.984780e+01
y_rep[602] 1.958936e+01 1.967382e+01 2.003384e+01
y_rep[603] 2.043602e+01 2.052037e+01 2.078624e+01
y_rep[604] 2.020035e+01 2.029601e+01 2.058725e+01
y_rep[605] 2.001485e+01 2.009741e+01 2.035469e+01
y_rep[606] 2.035945e+01 2.045165e+01 2.075861e+01
y_rep[607] 2.040015e+01 2.049480e+01 2.075118e+01
y_rep[608] 2.043853e+01 2.052607e+01 2.082823e+01
y_rep[609] 2.072127e+01 2.080980e+01 2.112490e+01
y_rep[610] 2.038876e+01 2.047787e+01 2.075274e+01
y_rep[611] 2.072205e+01 2.081648e+01 2.113511e+01
y_rep[612] 2.042164e+01 2.051553e+01 2.083706e+01
y_rep[613] 2.009761e+01 2.018322e+01 2.046852e+01
y_rep[614] 1.824230e+01 1.833597e+01 1.861674e+01
y_rep[615] 1.639526e+01 1.649404e+01 1.678917e+01
y_rep[616] 1.541817e+01 1.551141e+01 1.583129e+01
y_rep[617] 1.567584e+01 1.576754e+01 1.611085e+01
y_rep[618] 1.521148e+01 1.530478e+01 1.562157e+01
y_rep[619] 1.464756e+01 1.473102e+01 1.501871e+01
y_rep[620] 1.464232e+01 1.473531e+01 1.501456e+01
y_rep[621] 1.473995e+01 1.482989e+01 1.512413e+01
y_rep[622] 1.525950e+01 1.535094e+01 1.573270e+01
y_rep[623] 1.542137e+01 1.552058e+01 1.584797e+01
y_rep[624] 1.513169e+01 1.522685e+01 1.550119e+01
y_rep[625] 1.509054e+01 1.518407e+01 1.548181e+01
y_rep[626] 1.453562e+01 1.462329e+01 1.495906e+01
y_rep[627] 1.439247e+01 1.448320e+01 1.477453e+01
y_rep[628] 1.409291e+01 1.417534e+01 1.448923e+01
y_rep[629] 1.380261e+01 1.389064e+01 1.419207e+01
y_rep[630] 1.378163e+01 1.387131e+01 1.414341e+01
y_rep[631] 1.335888e+01 1.345338e+01 1.378597e+01
y_rep[632] 1.338912e+01 1.348239e+01 1.376150e+01
y_rep[633] 1.343535e+01 1.352907e+01 1.383444e+01
y_rep[634] 1.322987e+01 1.331582e+01 1.361758e+01
y_rep[635] 1.276864e+01 1.286714e+01 1.315125e+01
y_rep[636] 1.269642e+01 1.278706e+01 1.306041e+01
y_rep[637] 1.226205e+01 1.235651e+01 1.263561e+01
y_rep[638] 1.275205e+01 1.284466e+01 1.312392e+01
y_rep[639] 1.297035e+01 1.306156e+01 1.334413e+01
y_rep[640] 1.279212e+01 1.287812e+01 1.318634e+01
y_rep[641] 1.257612e+01 1.266729e+01 1.296928e+01
y_rep[642] 1.280669e+01 1.289584e+01 1.317969e+01
y_rep[643] 1.250774e+01 1.260051e+01 1.291835e+01
y_rep[644] 1.234186e+01 1.243486e+01 1.271664e+01
y_rep[645] 1.233198e+01 1.242333e+01 1.272624e+01
y_rep[646] 1.193148e+01 1.202874e+01 1.233214e+01
y_rep[647] 1.194054e+01 1.203486e+01 1.234068e+01
y_rep[648] 1.205601e+01 1.214198e+01 1.249178e+01
y_rep[649] 1.237790e+01 1.246479e+01 1.277237e+01
y_rep[650] 1.243403e+01 1.252534e+01 1.282076e+01
y_rep[651] 1.252593e+01 1.261884e+01 1.288891e+01
y_rep[652] 1.245115e+01 1.254295e+01 1.284983e+01
y_rep[653] 1.248156e+01 1.257153e+01 1.291299e+01
y_rep[654] 1.250675e+01 1.259193e+01 1.289335e+01
y_rep[655] 1.254210e+01 1.263176e+01 1.293397e+01
y_rep[656] 1.248328e+01 1.257174e+01 1.283241e+01
y_rep[657] 1.251926e+01 1.260275e+01 1.286635e+01
y_rep[658] 1.252302e+01 1.260574e+01 1.293027e+01
y_rep[659] 1.256192e+01 1.265924e+01 1.295069e+01
y_rep[660] 1.236114e+01 1.244949e+01 1.273626e+01
y_rep[661] 1.199802e+01 1.208517e+01 1.237379e+01
y_rep[662] 1.212173e+01 1.221609e+01 1.256540e+01
y_rep[663] 1.211924e+01 1.221421e+01 1.248377e+01
y_rep[664] 1.244304e+01 1.253724e+01 1.284435e+01
y_rep[665] 1.273637e+01 1.282488e+01 1.311470e+01
y_rep[666] 1.220861e+01 1.229813e+01 1.261123e+01
y_rep[667] 1.242059e+01 1.251100e+01 1.279328e+01
y_rep[668] 1.206206e+01 1.214914e+01 1.245945e+01
y_rep[669] 1.188300e+01 1.197371e+01 1.228899e+01
y_rep[670] 1.208524e+01 1.217440e+01 1.254713e+01
y_rep[671] 1.237267e+01 1.245932e+01 1.276856e+01
y_rep[672] 1.214255e+01 1.223003e+01 1.251474e+01
y_rep[673] 1.186204e+01 1.195690e+01 1.230653e+01
y_rep[674] 1.191603e+01 1.200410e+01 1.233506e+01
y_rep[675] 1.177840e+01 1.187642e+01 1.221212e+01
y_rep[676] 1.190604e+01 1.199696e+01 1.228622e+01
y_rep[677] 1.205924e+01 1.215279e+01 1.243524e+01
y_rep[678] 1.153654e+01 1.162559e+01 1.193463e+01
y_rep[679] 1.151768e+01 1.160196e+01 1.190035e+01
y_rep[680] 1.110392e+01 1.119332e+01 1.150213e+01
y_rep[681] 1.090463e+01 1.099376e+01 1.128285e+01
y_rep[682] 1.123786e+01 1.132465e+01 1.161505e+01
y_rep[683] 1.150117e+01 1.159220e+01 1.190592e+01
y_rep[684] 1.124877e+01 1.134330e+01 1.169235e+01
y_rep[685] 1.103250e+01 1.112426e+01 1.145256e+01
y_rep[686] 1.087929e+01 1.097154e+01 1.129567e+01
y_rep[687] 1.061619e+01 1.070243e+01 1.097080e+01
y_rep[688] 1.096291e+01 1.105087e+01 1.133944e+01
y_rep[689] 1.076771e+01 1.085669e+01 1.116720e+01
y_rep[690] 1.090975e+01 1.099954e+01 1.131385e+01
y_rep[691] 1.089783e+01 1.098584e+01 1.127488e+01
y_rep[692] 1.101135e+01 1.109325e+01 1.138573e+01
y_rep[693] 1.068397e+01 1.076913e+01 1.109593e+01
y_rep[694] 1.066566e+01 1.074946e+01 1.108616e+01
y_rep[695] 1.060023e+01 1.068349e+01 1.099261e+01
y_rep[696] 1.046378e+01 1.055677e+01 1.088646e+01
y_rep[697] 1.032401e+01 1.041456e+01 1.068748e+01
y_rep[698] 1.016176e+01 1.025677e+01 1.051366e+01
y_rep[699] 1.044068e+01 1.052944e+01 1.083199e+01
y_rep[700] 1.113843e+01 1.122579e+01 1.150601e+01
y_rep[701] 1.104056e+01 1.112786e+01 1.143333e+01
y_rep[702] 1.086959e+01 1.095550e+01 1.126446e+01
y_rep[703] 1.093472e+01 1.102434e+01 1.130533e+01
y_rep[704] 1.088278e+01 1.097227e+01 1.127245e+01
y_rep[705] 1.085737e+01 1.094749e+01 1.128067e+01
y_rep[706] 1.074923e+01 1.083722e+01 1.113962e+01
y_rep[707] 1.097642e+01 1.106534e+01 1.137772e+01
y_rep[708] 1.090053e+01 1.098796e+01 1.128009e+01
y_rep[709] 1.075414e+01 1.083592e+01 1.114437e+01
y_rep[710] 1.075733e+01 1.084825e+01 1.119471e+01
y_rep[711] 1.059580e+01 1.068916e+01 1.100331e+01
y_rep[712] 1.045323e+01 1.054792e+01 1.090000e+01
y_rep[713] 1.024746e+01 1.034027e+01 1.064449e+01
y_rep[714] 1.013169e+01 1.022461e+01 1.051968e+01
y_rep[715] 1.002141e+01 1.011141e+01 1.038396e+01
y_rep[716] 1.010108e+01 1.020567e+01 1.052315e+01
y_rep[717] 9.805667e+00 9.896433e+00 1.017341e+01
y_rep[718] 9.687133e+00 9.782472e+00 1.005053e+01
y_rep[719] 1.004923e+01 1.014009e+01 1.042903e+01
y_rep[720] 1.009624e+01 1.018441e+01 1.046262e+01
y_rep[721] 1.047158e+01 1.056768e+01 1.087296e+01
y_rep[722] 9.758332e+00 9.841535e+00 1.012653e+01
y_rep[723] 1.015592e+01 1.024075e+01 1.055098e+01
y_rep[724] 1.047395e+01 1.056266e+01 1.088660e+01
y_rep[725] 1.055662e+01 1.065404e+01 1.095080e+01
y_rep[726] 1.066252e+01 1.075830e+01 1.107567e+01
y_rep[727] 1.035573e+01 1.044234e+01 1.075836e+01
y_rep[728] 1.043295e+01 1.052240e+01 1.078757e+01
y_rep[729] 1.042684e+01 1.051605e+01 1.079525e+01
y_rep[730] 1.061870e+01 1.071246e+01 1.103709e+01
y_rep[731] 1.060988e+01 1.069624e+01 1.100636e+01
y_rep[732] 1.065681e+01 1.075011e+01 1.105687e+01
y_rep[733] 1.050004e+01 1.058525e+01 1.090532e+01
y_rep[734] 1.130865e+01 1.139943e+01 1.166789e+01
y_rep[735] 1.161941e+01 1.170778e+01 1.198364e+01
y_rep[736] 1.133079e+01 1.142399e+01 1.175898e+01
y_rep[737] 1.137959e+01 1.147712e+01 1.177906e+01
y_rep[738] 1.147642e+01 1.156260e+01 1.186952e+01
y_rep[739] 1.138236e+01 1.147117e+01 1.183146e+01
y_rep[740] 1.173191e+01 1.182324e+01 1.213625e+01
y_rep[741] 1.160717e+01 1.170199e+01 1.202531e+01
y_rep[742] 1.175821e+01 1.185043e+01 1.217791e+01
y_rep[743] 1.177184e+01 1.186882e+01 1.214763e+01
y_rep[744] 1.155704e+01 1.164716e+01 1.195357e+01
y_rep[745] 1.164356e+01 1.172824e+01 1.207385e+01
y_rep[746] 1.134362e+01 1.143223e+01 1.174448e+01
y_rep[747] 1.093639e+01 1.103394e+01 1.130693e+01
y_rep[748] 1.106210e+01 1.114684e+01 1.139240e+01
y_rep[749] 1.120012e+01 1.129245e+01 1.162244e+01
y_rep[750] 1.124655e+01 1.134423e+01 1.169944e+01
y_rep[751] 1.085154e+01 1.094582e+01 1.128814e+01
y_rep[752] 1.076336e+01 1.084831e+01 1.112094e+01
y_rep[753] 1.098800e+01 1.108083e+01 1.138671e+01
y_rep[754] 1.128120e+01 1.137331e+01 1.168940e+01
y_rep[755] 1.155213e+01 1.164309e+01 1.191663e+01
y_rep[756] 1.121724e+01 1.130703e+01 1.161311e+01
y_rep[757] 1.061863e+01 1.070586e+01 1.101954e+01
y_rep[758] 1.049130e+01 1.058125e+01 1.089179e+01
y_rep[759] 1.072209e+01 1.081121e+01 1.111404e+01
y_rep[760] 1.044018e+01 1.053090e+01 1.086597e+01
y_rep[761] 1.056732e+01 1.065951e+01 1.093819e+01
y_rep[762] 1.098042e+01 1.107733e+01 1.142576e+01
y_rep[763] 1.050144e+01 1.058326e+01 1.093427e+01
y_rep[764] 1.044977e+01 1.053995e+01 1.085031e+01
y_rep[765] 1.020363e+01 1.029337e+01 1.061671e+01
y_rep[766] 1.032857e+01 1.041941e+01 1.073788e+01
y_rep[767] 1.012360e+01 1.020738e+01 1.053813e+01
y_rep[768] 1.029543e+01 1.038431e+01 1.063449e+01
y_rep[769] 1.027105e+01 1.035252e+01 1.063073e+01
y_rep[770] 1.008351e+01 1.017267e+01 1.049252e+01
y_rep[771] 1.024953e+01 1.034172e+01 1.066197e+01
y_rep[772] 1.021895e+01 1.031011e+01 1.064078e+01
y_rep[773] 1.020770e+01 1.029989e+01 1.061466e+01
y_rep[774] 1.081572e+01 1.090695e+01 1.122938e+01
y_rep[775] 1.061978e+01 1.071309e+01 1.108120e+01
y_rep[776] 1.029718e+01 1.039833e+01 1.072317e+01
y_rep[777] 1.017469e+01 1.026142e+01 1.059312e+01
y_rep[778] 9.873212e+00 9.963492e+00 1.029880e+01
y_rep[779] 1.039497e+01 1.048285e+01 1.082677e+01
y_rep[780] 1.028594e+01 1.037711e+01 1.066887e+01
y_rep[781] 1.000652e+01 1.008954e+01 1.035733e+01
y_rep[782] 1.014434e+01 1.023349e+01 1.050571e+01
y_rep[783] 9.920755e+00 1.001631e+01 1.032780e+01
y_rep[784] 9.902603e+00 9.997752e+00 1.031792e+01
y_rep[785] 9.660193e+00 9.756567e+00 1.009356e+01
y_rep[786] 9.624886e+00 9.711423e+00 9.991418e+00
y_rep[787] 9.557515e+00 9.646429e+00 9.913212e+00
y_rep[788] 1.000404e+01 1.010475e+01 1.041248e+01
y_rep[789] 1.048041e+01 1.056589e+01 1.083393e+01
y_rep[790] 1.029761e+01 1.039154e+01 1.066982e+01
y_rep[791] 1.004810e+01 1.014094e+01 1.041952e+01
y_rep[792] 1.009977e+01 1.019705e+01 1.050328e+01
y_rep[793] 1.001647e+01 1.010945e+01 1.037399e+01
y_rep[794] 1.058123e+01 1.067197e+01 1.096172e+01
y_rep[795] 1.046697e+01 1.055340e+01 1.085743e+01
y_rep[796] 1.017274e+01 1.025941e+01 1.058296e+01
y_rep[797] 1.004157e+01 1.013627e+01 1.047169e+01
y_rep[798] 1.034113e+01 1.042690e+01 1.070989e+01
y_rep[799] 1.045441e+01 1.053973e+01 1.090198e+01
y_rep[800] 1.033878e+01 1.042540e+01 1.070125e+01
y_rep[801] 1.035591e+01 1.043755e+01 1.074252e+01
y_rep[802] 9.888102e+00 9.986206e+00 1.030388e+01
y_rep[803] 9.944347e+00 1.003139e+01 1.036489e+01
y_rep[804] 1.036350e+01 1.045603e+01 1.083312e+01
y_rep[805] 1.020853e+01 1.030322e+01 1.056904e+01
y_rep[806] 1.025392e+01 1.034950e+01 1.065293e+01
y_rep[807] 1.031664e+01 1.040964e+01 1.066898e+01
y_rep[808] 1.025902e+01 1.034678e+01 1.063889e+01
y_rep[809] 1.021557e+01 1.031006e+01 1.064519e+01
y_rep[810] 1.059503e+01 1.068804e+01 1.101368e+01
y_rep[811] 1.001468e+01 1.010636e+01 1.038952e+01
y_rep[812] 9.556811e+00 9.644513e+00 9.982131e+00
y_rep[813] 9.823294e+00 9.915426e+00 1.026524e+01
y_rep[814] 1.015185e+01 1.024182e+01 1.052450e+01
y_rep[815] 9.862901e+00 9.944324e+00 1.024181e+01
y_rep[816] 1.012548e+01 1.021446e+01 1.050996e+01
y_rep[817] 9.659006e+00 9.756314e+00 1.006558e+01
y_rep[818] 9.603218e+00 9.690863e+00 1.000631e+01
y_rep[819] 9.630397e+00 9.720963e+00 9.997359e+00
y_rep[820] 9.460007e+00 9.548961e+00 9.854696e+00
y_rep[821] 9.419747e+00 9.507662e+00 9.791580e+00
y_rep[822] 9.661498e+00 9.753291e+00 1.008051e+01
y_rep[823] 9.609619e+00 9.702506e+00 9.953700e+00
y_rep[824] 9.458903e+00 9.550302e+00 9.849044e+00
y_rep[825] 9.253893e+00 9.346648e+00 9.643729e+00
y_rep[826] 9.733341e+00 9.822581e+00 1.013105e+01
y_rep[827] 9.780115e+00 9.876343e+00 1.023602e+01
y_rep[828] 9.517364e+00 9.608763e+00 9.859219e+00
y_rep[829] 9.486593e+00 9.577515e+00 9.914655e+00
y_rep[830] 9.667927e+00 9.752632e+00 1.003993e+01
y_rep[831] 9.654597e+00 9.749150e+00 1.009264e+01
y_rep[832] 9.886422e+00 9.974916e+00 1.023633e+01
y_rep[833] 9.846874e+00 9.944732e+00 1.026465e+01
y_rep[834] 1.000130e+01 1.008979e+01 1.037662e+01
y_rep[835] 1.010053e+01 1.019540e+01 1.056604e+01
y_rep[836] 1.012058e+01 1.021382e+01 1.051453e+01
y_rep[837] 1.017899e+01 1.026276e+01 1.058399e+01
y_rep[838] 1.006324e+01 1.014963e+01 1.047162e+01
y_rep[839] 9.837442e+00 9.935085e+00 1.023373e+01
y_rep[840] 9.829890e+00 9.921999e+00 1.022873e+01
y_rep[841] 1.011442e+01 1.020858e+01 1.051438e+01
y_rep[842] 1.155147e+01 1.163725e+01 1.193912e+01
y_rep[843] 1.120985e+01 1.130303e+01 1.159270e+01
y_rep[844] 1.142292e+01 1.152039e+01 1.182093e+01
y_rep[845] 1.135005e+01 1.144345e+01 1.175400e+01
y_rep[846] 1.157707e+01 1.166716e+01 1.198828e+01
y_rep[847] 1.193347e+01 1.203215e+01 1.233355e+01
y_rep[848] 1.192207e+01 1.201129e+01 1.233818e+01
y_rep[849] 1.174386e+01 1.183655e+01 1.212688e+01
y_rep[850] 1.191941e+01 1.201876e+01 1.235692e+01
y_rep[851] 1.198212e+01 1.207057e+01 1.234911e+01
y_rep[852] 1.212123e+01 1.221286e+01 1.249088e+01
y_rep[853] 1.199872e+01 1.208942e+01 1.239900e+01
y_rep[854] 1.210622e+01 1.219097e+01 1.255276e+01
y_rep[855] 1.201095e+01 1.209956e+01 1.237752e+01
y_rep[856] 1.204431e+01 1.213135e+01 1.244884e+01
y_rep[857] 1.203894e+01 1.212461e+01 1.241552e+01
y_rep[858] 1.251355e+01 1.259730e+01 1.289539e+01
y_rep[859] 1.199359e+01 1.208592e+01 1.242067e+01
y_rep[860] 1.204475e+01 1.214132e+01 1.248173e+01
y_rep[861] 1.201127e+01 1.210240e+01 1.239480e+01
y_rep[862] 1.227513e+01 1.236703e+01 1.268738e+01
y_rep[863] 1.228934e+01 1.237964e+01 1.269831e+01
y_rep[864] 1.219571e+01 1.228276e+01 1.258743e+01
y_rep[865] 1.160966e+01 1.170370e+01 1.205576e+01
y_rep[866] 1.188628e+01 1.197616e+01 1.228332e+01
y_rep[867] 1.215729e+01 1.224965e+01 1.252687e+01
y_rep[868] 1.209639e+01 1.218427e+01 1.249587e+01
y_rep[869] 1.174163e+01 1.182610e+01 1.214894e+01
y_rep[870] 1.181512e+01 1.189609e+01 1.217141e+01
y_rep[871] 1.258972e+01 1.267610e+01 1.300252e+01
y_rep[872] 1.260542e+01 1.269730e+01 1.303701e+01
y_rep[873] 1.256639e+01 1.265344e+01 1.294471e+01
y_rep[874] 1.272388e+01 1.281870e+01 1.311622e+01
y_rep[875] 1.249365e+01 1.257952e+01 1.294363e+01
y_rep[876] 1.244775e+01 1.254636e+01 1.285159e+01
y_rep[877] 1.234362e+01 1.243390e+01 1.271811e+01
y_rep[878] 1.238122e+01 1.248031e+01 1.275874e+01
y_rep[879] 1.235511e+01 1.244040e+01 1.272832e+01
y_rep[880] 1.216030e+01 1.225246e+01 1.258253e+01
y_rep[881] 1.186910e+01 1.196533e+01 1.230126e+01
y_rep[882] 1.200087e+01 1.208428e+01 1.240239e+01
y_rep[883] 1.184152e+01 1.192697e+01 1.221782e+01
y_rep[884] 1.186987e+01 1.195978e+01 1.225417e+01
y_rep[885] 1.181720e+01 1.190516e+01 1.222169e+01
y_rep[886] 1.189745e+01 1.197942e+01 1.231274e+01
y_rep[887] 1.175409e+01 1.184630e+01 1.213264e+01
y_rep[888] 1.200433e+01 1.209662e+01 1.237282e+01
y_rep[889] 1.172894e+01 1.181803e+01 1.213521e+01
y_rep[890] 1.143784e+01 1.153166e+01 1.180870e+01
y_rep[891] 1.150759e+01 1.159685e+01 1.188143e+01
y_rep[892] 1.128670e+01 1.137922e+01 1.171865e+01
y_rep[893] 1.099559e+01 1.109155e+01 1.136476e+01
y_rep[894] 1.041840e+01 1.051488e+01 1.084036e+01
y_rep[895] 1.011074e+01 1.021093e+01 1.049350e+01
y_rep[896] 9.891316e+00 9.988625e+00 1.029806e+01
y_rep[897] 9.928058e+00 1.002229e+01 1.033552e+01
y_rep[898] 9.641544e+00 9.738487e+00 1.003371e+01
y_rep[899] 9.788521e+00 9.879771e+00 1.018796e+01
y_rep[900] 9.749559e+00 9.849346e+00 1.013763e+01
y_rep[901] 9.650506e+00 9.742417e+00 1.003960e+01
y_rep[902] 9.719381e+00 9.808258e+00 1.007072e+01
y_rep[903] 9.853495e+00 9.942597e+00 1.022044e+01
y_rep[904] 9.833475e+00 9.928798e+00 1.026330e+01
y_rep[905] 9.714950e+00 9.796283e+00 1.006013e+01
y_rep[906] 9.986354e+00 1.006884e+01 1.037782e+01
y_rep[907] 9.616134e+00 9.710300e+00 1.000004e+01
y_rep[908] 9.579409e+00 9.664066e+00 9.954255e+00
y_rep[909] 9.336977e+00 9.422172e+00 9.710526e+00
y_rep[910] 9.347296e+00 9.432040e+00 9.767005e+00
y_rep[911] 9.312677e+00 9.407093e+00 9.680337e+00
y_rep[912] 9.754634e+00 9.858162e+00 1.013527e+01
y_rep[913] 9.541330e+00 9.630268e+00 9.943673e+00
y_rep[914] 9.252324e+00 9.335772e+00 9.612410e+00
y_rep[915] 9.709988e+00 9.791271e+00 1.008377e+01
y_rep[916] 9.563280e+00 9.650543e+00 9.959370e+00
y_rep[917] 9.498377e+00 9.580956e+00 9.881056e+00
y_rep[918] 9.375182e+00 9.464715e+00 9.770370e+00
y_rep[919] 9.374408e+00 9.460866e+00 9.743762e+00
y_rep[920] 9.021999e+00 9.110240e+00 9.370185e+00
y_rep[921] 9.201163e+00 9.281231e+00 9.557704e+00
y_rep[922] 8.983657e+00 9.075383e+00 9.369714e+00
y_rep[923] 9.012595e+00 9.107000e+00 9.434085e+00
y_rep[924] 9.285179e+00 9.375202e+00 9.694550e+00
y_rep[925] 9.269588e+00 9.352573e+00 9.656068e+00
y_rep[926] 9.224064e+00 9.310566e+00 9.623924e+00
y_rep[927] 9.265006e+00 9.359358e+00 9.663834e+00
y_rep[928] 9.552231e+00 9.637140e+00 9.933605e+00
y_rep[929] 9.284036e+00 9.378176e+00 9.714035e+00
y_rep[930] 9.852457e+00 9.940247e+00 1.022743e+01
y_rep[931] 9.901721e+00 9.985899e+00 1.029851e+01
y_rep[932] 9.751768e+00 9.840837e+00 1.015911e+01
y_rep[933] 9.558132e+00 9.649389e+00 9.907106e+00
y_rep[934] 9.420834e+00 9.508362e+00 9.795974e+00
y_rep[935] 9.417574e+00 9.516302e+00 9.797311e+00
y_rep[936] 9.734997e+00 9.826482e+00 1.011932e+01
y_rep[937] 9.882360e+00 9.973741e+00 1.022802e+01
y_rep[938] 9.542428e+00 9.630867e+00 9.906844e+00
y_rep[939] 9.542640e+00 9.635683e+00 9.939883e+00
y_rep[940] 9.383737e+00 9.483564e+00 9.839849e+00
y_rep[941] 9.374050e+00 9.458530e+00 9.762747e+00
y_rep[942] 9.352407e+00 9.440904e+00 9.714623e+00
y_rep[943] 9.535010e+00 9.619891e+00 9.936683e+00
y_rep[944] 9.194996e+00 9.292115e+00 9.586438e+00
y_rep[945] 9.197202e+00 9.283672e+00 9.601552e+00
y_rep[946] 9.204934e+00 9.295049e+00 9.618591e+00
y_rep[947] 8.825696e+00 8.921975e+00 9.252012e+00
y_rep[948] 8.775459e+00 8.875256e+00 9.140424e+00
y_rep[949] 8.457182e+00 8.550805e+00 8.885503e+00
y_rep[950] 8.271264e+00 8.362988e+00 8.618334e+00
y_rep[951] 8.133592e+00 8.220602e+00 8.486242e+00
y_rep[952] 8.474221e+00 8.575167e+00 8.878311e+00
y_rep[953] 8.176222e+00 8.265826e+00 8.551496e+00
y_rep[954] 8.439201e+00 8.534014e+00 8.859198e+00
y_rep[955] 8.492955e+00 8.583228e+00 8.930436e+00
y_rep[956] 8.440424e+00 8.524143e+00 8.778256e+00
y_rep[957] 8.390631e+00 8.473197e+00 8.792024e+00
y_rep[958] 8.367738e+00 8.456306e+00 8.814200e+00
y_rep[959] 8.219713e+00 8.306688e+00 8.651997e+00
y_rep[960] 8.555826e+00 8.648332e+00 8.923938e+00
y_rep[961] 8.989725e+00 9.086469e+00 9.368130e+00
y_rep[962] 8.686654e+00 8.775961e+00 9.132344e+00
y_rep[963] 8.743530e+00 8.834392e+00 9.189524e+00
y_rep[964] 8.610705e+00 8.699047e+00 8.953355e+00
y_rep[965] 9.138322e+00 9.228028e+00 9.536519e+00
y_rep[966] 9.174809e+00 9.262466e+00 9.549842e+00
y_rep[967] 9.300516e+00 9.394855e+00 9.733402e+00
y_rep[968] 9.301704e+00 9.382549e+00 9.689438e+00
y_rep[969] 9.357050e+00 9.446736e+00 9.747884e+00
y_rep[970] 9.519672e+00 9.616716e+00 9.947663e+00
y_rep[971] 9.982685e+00 1.007527e+01 1.036303e+01
y_rep[972] 1.004231e+01 1.013192e+01 1.043629e+01
y_rep[973] 1.038142e+01 1.047210e+01 1.074125e+01
y_rep[974] 1.045357e+01 1.054335e+01 1.085709e+01
y_rep[975] 1.052161e+01 1.061469e+01 1.092998e+01
y_rep[976] 1.046636e+01 1.055029e+01 1.085037e+01
y_rep[977] 1.043537e+01 1.052912e+01 1.086752e+01
y_rep[978] 1.039448e+01 1.048502e+01 1.078664e+01
y_rep[979] 1.104295e+01 1.113000e+01 1.140628e+01
y_rep[980] 1.104134e+01 1.113134e+01 1.146645e+01
y_rep[981] 1.107650e+01 1.116059e+01 1.145297e+01
y_rep[982] 1.137882e+01 1.146921e+01 1.182342e+01
y_rep[983] 1.154264e+01 1.162820e+01 1.197301e+01
y_rep[984] 1.150350e+01 1.159500e+01 1.188754e+01
y_rep[985] 1.176429e+01 1.185879e+01 1.220937e+01
y_rep[986] 1.169983e+01 1.178805e+01 1.210114e+01
y_rep[987] 1.166904e+01 1.175430e+01 1.205695e+01
y_rep[988] 1.163028e+01 1.171829e+01 1.206392e+01
y_rep[989] 1.217051e+01 1.226563e+01 1.261129e+01
y_rep[990] 1.279940e+01 1.289270e+01 1.322924e+01
y_rep[991] 1.284127e+01 1.293229e+01 1.324815e+01
y_rep[992] 1.272406e+01 1.281292e+01 1.310308e+01
y_rep[993] 1.261794e+01 1.270267e+01 1.296363e+01
y_rep[994] 1.265498e+01 1.274134e+01 1.305503e+01
y_rep[995] 1.258595e+01 1.267811e+01 1.294712e+01
y_rep[996] 1.236313e+01 1.245615e+01 1.276260e+01
y_rep[997] 1.241578e+01 1.250470e+01 1.281044e+01
y_rep[998] 1.214557e+01 1.222964e+01 1.254817e+01
y_rep[999] 1.210644e+01 1.218649e+01 1.247860e+01
y_rep[1000] 1.227962e+01 1.236498e+01 1.267136e+01
y_rep[1001] 1.225181e+01 1.234568e+01 1.264698e+01
y_rep[1002] 1.183140e+01 1.192329e+01 1.223785e+01
y_rep[1003] 1.225159e+01 1.233792e+01 1.263130e+01
y_rep[1004] 1.202877e+01 1.211674e+01 1.242608e+01
y_rep[1005] 1.173066e+01 1.182668e+01 1.212776e+01
y_rep[1006] 1.173224e+01 1.182163e+01 1.212065e+01
y_rep[1007] 1.191940e+01 1.200807e+01 1.230332e+01
y_rep[1008] 1.160962e+01 1.169994e+01 1.196141e+01
y_rep[1009] 1.156934e+01 1.165366e+01 1.195840e+01
y_rep[1010] 1.145643e+01 1.155417e+01 1.191177e+01
y_rep[1011] 1.129818e+01 1.137986e+01 1.164854e+01
y_rep[1012] 1.055098e+01 1.063841e+01 1.093658e+01
y_rep[1013] 1.039559e+01 1.048981e+01 1.076540e+01
y_rep[1014] 1.042934e+01 1.052336e+01 1.087995e+01
y_rep[1015] 1.035424e+01 1.044419e+01 1.078680e+01
y_rep[1016] 1.027000e+01 1.035554e+01 1.065664e+01
y_rep[1017] 1.020277e+01 1.029113e+01 1.058817e+01
y_rep[1018] 1.026973e+01 1.035596e+01 1.068168e+01
y_rep[1019] 1.053789e+01 1.063316e+01 1.098913e+01
y_rep[1020] 1.077563e+01 1.087746e+01 1.117324e+01
y_rep[1021] 1.109148e+01 1.118556e+01 1.149145e+01
y_rep[1022] 1.107697e+01 1.115764e+01 1.146608e+01
y_rep[1023] 1.073073e+01 1.082153e+01 1.113729e+01
y_rep[1024] 1.079103e+01 1.088923e+01 1.116458e+01
y_rep[1025] 1.130343e+01 1.138394e+01 1.169403e+01
y_rep[1026] 1.070107e+01 1.078930e+01 1.108068e+01
y_rep[1027] 1.070518e+01 1.079055e+01 1.109478e+01
y_rep[1028] 1.052640e+01 1.061232e+01 1.089013e+01
y_rep[1029] 1.067682e+01 1.076873e+01 1.103408e+01
y_rep[1030] 1.056990e+01 1.066251e+01 1.093614e+01
y_rep[1031] 1.048331e+01 1.057523e+01 1.085414e+01
y_rep[1032] 1.057402e+01 1.066266e+01 1.092923e+01
y_rep[1033] 1.069817e+01 1.078301e+01 1.107284e+01
y_rep[1034] 1.077058e+01 1.086092e+01 1.120572e+01
y_rep[1035] 1.071649e+01 1.081145e+01 1.111056e+01
y_rep[1036] 1.065689e+01 1.074675e+01 1.106096e+01
y_rep[1037] 1.086042e+01 1.094898e+01 1.125777e+01
y_rep[1038] 1.129259e+01 1.138064e+01 1.165861e+01
y_rep[1039] 1.147172e+01 1.156094e+01 1.187630e+01
y_rep[1040] 1.145945e+01 1.155208e+01 1.188147e+01
y_rep[1041] 1.132238e+01 1.141900e+01 1.178263e+01
y_rep[1042] 1.092995e+01 1.102280e+01 1.130143e+01
y_rep[1043] 1.089243e+01 1.097953e+01 1.127279e+01
y_rep[1044] 1.073642e+01 1.082550e+01 1.112030e+01
y_rep[1045] 1.097349e+01 1.107349e+01 1.138554e+01
y_rep[1046] 1.081616e+01 1.091057e+01 1.119858e+01
y_rep[1047] 1.068663e+01 1.077363e+01 1.108326e+01
y_rep[1048] 1.066937e+01 1.075584e+01 1.106521e+01
y_rep[1049] 1.058791e+01 1.066961e+01 1.096294e+01
y_rep[1050] 1.058947e+01 1.068051e+01 1.092568e+01
y_rep[1051] 1.080233e+01 1.090058e+01 1.120054e+01
y_rep[1052] 1.056936e+01 1.066687e+01 1.092575e+01
y_rep[1053] 1.021456e+01 1.031135e+01 1.064397e+01
y_rep[1054] 1.016492e+01 1.025702e+01 1.054213e+01
y_rep[1055] 1.012590e+01 1.022415e+01 1.052603e+01
y_rep[1056] 9.874379e+00 9.962053e+00 1.026119e+01
y_rep[1057] 1.007457e+01 1.016678e+01 1.051786e+01
y_rep[1058] 1.004774e+01 1.013860e+01 1.048179e+01
y_rep[1059] 9.732671e+00 9.820870e+00 1.009942e+01
y_rep[1060] 9.404264e+00 9.494296e+00 9.784492e+00
y_rep[1061] 8.775369e+00 8.862036e+00 9.163594e+00
y_rep[1062] 8.613117e+00 8.705241e+00 9.067349e+00
y_rep[1063] 8.897094e+00 8.991097e+00 9.279962e+00
y_rep[1064] 9.220264e+00 9.308633e+00 9.627550e+00
y_rep[1065] 9.180859e+00 9.273194e+00 9.549174e+00
y_rep[1066] 8.731545e+00 8.820548e+00 9.125119e+00
y_rep[1067] 8.700054e+00 8.802233e+00 9.158047e+00
y_rep[1068] 9.454522e+00 9.548156e+00 9.846388e+00
y_rep[1069] 9.441508e+00 9.531775e+00 9.842375e+00
y_rep[1070] 9.533082e+00 9.622196e+00 9.971693e+00
y_rep[1071] 9.428924e+00 9.525513e+00 9.825993e+00
y_rep[1072] 8.971604e+00 9.059711e+00 9.377492e+00
y_rep[1073] 8.779445e+00 8.876412e+00 9.195243e+00
y_rep[1074] 8.964136e+00 9.062964e+00 9.398562e+00
y_rep[1075] 9.088846e+00 9.179214e+00 9.507861e+00
y_rep[1076] 9.462876e+00 9.551884e+00 9.876798e+00
y_rep[1077] 9.323962e+00 9.417572e+00 9.724932e+00
y_rep[1078] 9.063511e+00 9.155000e+00 9.492676e+00
y_rep[1079] 8.975986e+00 9.073216e+00 9.364928e+00
y_rep[1080] 8.642703e+00 8.725794e+00 9.047478e+00
y_rep[1081] 8.875956e+00 8.976214e+00 9.275267e+00
y_rep[1082] 8.873798e+00 8.959016e+00 9.228644e+00
y_rep[1083] 9.104956e+00 9.199813e+00 9.534699e+00
y_rep[1084] 9.111655e+00 9.204895e+00 9.512686e+00
y_rep[1085] 8.927199e+00 9.013731e+00 9.338499e+00
y_rep[1086] 8.847306e+00 8.941178e+00 9.230919e+00
y_rep[1087] 8.669416e+00 8.764599e+00 9.072481e+00
y_rep[1088] 8.563687e+00 8.652952e+00 8.987274e+00
y_rep[1089] 8.686902e+00 8.769469e+00 9.080407e+00
y_rep[1090] 8.475552e+00 8.566256e+00 8.901609e+00
y_rep[1091] 8.050608e+00 8.146951e+00 8.447570e+00
y_rep[1092] 7.772917e+00 7.858512e+00 8.131277e+00
y_rep[1093] 7.856129e+00 7.950222e+00 8.249314e+00
y_rep[1094] 7.791946e+00 7.882585e+00 8.181645e+00
y_rep[1095] 8.855044e+00 8.945475e+00 9.249349e+00
y_rep[1096] 8.998003e+00 9.089469e+00 9.389642e+00
y_rep[1097] 9.044096e+00 9.134537e+00 9.409152e+00
y_rep[1098] 8.899428e+00 8.991142e+00 9.295759e+00
y_rep[1099] 8.873285e+00 8.975328e+00 9.331825e+00
y_rep[1100] 8.766505e+00 8.854139e+00 9.125181e+00
y_rep[1101] 8.807265e+00 8.902758e+00 9.259148e+00
y_rep[1102] 8.757610e+00 8.845993e+00 9.169275e+00
y_rep[1103] 8.552800e+00 8.645741e+00 8.931054e+00
y_rep[1104] 8.561858e+00 8.654568e+00 8.958044e+00
y_rep[1105] 8.591316e+00 8.686505e+00 8.962060e+00
y_rep[1106] 8.414345e+00 8.501468e+00 8.735294e+00
y_rep[1107] 8.553569e+00 8.644663e+00 8.934435e+00
y_rep[1108] 8.399579e+00 8.485285e+00 8.819186e+00
y_rep[1109] 8.614726e+00 8.704293e+00 9.019910e+00
y_rep[1110] 9.009786e+00 9.093488e+00 9.401399e+00
y_rep[1111] 8.992501e+00 9.081410e+00 9.340489e+00
y_rep[1112] 8.769624e+00 8.858630e+00 9.134540e+00
y_rep[1113] 8.901608e+00 8.995861e+00 9.364628e+00
y_rep[1114] 8.827465e+00 8.911772e+00 9.221213e+00
y_rep[1115] 8.703720e+00 8.789556e+00 9.107505e+00
y_rep[1116] 8.912934e+00 9.005926e+00 9.322985e+00
y_rep[1117] 9.349287e+00 9.443635e+00 9.716422e+00
y_rep[1118] 8.563352e+00 8.658192e+00 8.936012e+00
y_rep[1119] 8.646197e+00 8.743233e+00 9.071100e+00
y_rep[1120] 8.440994e+00 8.533839e+00 8.836863e+00
y_rep[1121] 8.292724e+00 8.385398e+00 8.704912e+00
y_rep[1122] 8.681662e+00 8.765583e+00 9.065050e+00
y_rep[1123] 8.653922e+00 8.756179e+00 9.022410e+00
y_rep[1124] 8.529415e+00 8.622668e+00 8.906457e+00
y_rep[1125] 9.309292e+00 9.396822e+00 9.673429e+00
y_rep[1126] 9.281241e+00 9.364136e+00 9.674388e+00
y_rep[1127] 9.399604e+00 9.491072e+00 9.778300e+00
y_rep[1128] 9.348190e+00 9.442608e+00 9.795546e+00
y_rep[1129] 9.473100e+00 9.562959e+00 9.872255e+00
y_rep[1130] 9.486134e+00 9.581203e+00 9.893214e+00
y_rep[1131] 9.577264e+00 9.670354e+00 9.977723e+00
y_rep[1132] 9.409113e+00 9.501302e+00 9.831505e+00
y_rep[1133] 9.046883e+00 9.131298e+00 9.434812e+00
y_rep[1134] 9.077397e+00 9.174266e+00 9.516694e+00
y_rep[1135] 9.439902e+00 9.531935e+00 9.868886e+00
y_rep[1136] 9.485884e+00 9.588172e+00 9.921564e+00
y_rep[1137] 9.586524e+00 9.677628e+00 9.973163e+00
y_rep[1138] 9.541822e+00 9.630241e+00 9.924522e+00
y_rep[1139] 9.495730e+00 9.590009e+00 9.888534e+00
y_rep[1140] 9.366289e+00 9.457616e+00 9.791965e+00
y_rep[1141] 9.316234e+00 9.411601e+00 9.707427e+00
y_rep[1142] 9.198219e+00 9.295205e+00 9.588452e+00
y_rep[1143] 9.253162e+00 9.333057e+00 9.674636e+00
y_rep[1144] 9.271374e+00 9.358926e+00 9.644251e+00
y_rep[1145] 9.963343e+00 1.005477e+01 1.036055e+01
y_rep[1146] 9.873859e+00 9.959979e+00 1.022042e+01
y_rep[1147] 1.041605e+01 1.051159e+01 1.087057e+01
y_rep[1148] 1.000565e+01 1.009454e+01 1.039271e+01
y_rep[1149] 1.063830e+01 1.072810e+01 1.103475e+01
y_rep[1150] 1.040773e+01 1.049377e+01 1.078670e+01
y_rep[1151] 1.038556e+01 1.047969e+01 1.077770e+01
y_rep[1152] 1.031405e+01 1.040276e+01 1.073093e+01
y_rep[1153] 1.021871e+01 1.031257e+01 1.062914e+01
y_rep[1154] 1.050209e+01 1.059334e+01 1.089013e+01
y_rep[1155] 1.199733e+01 1.208947e+01 1.239814e+01
y_rep[1156] 1.122799e+01 1.130900e+01 1.165544e+01
y_rep[1157] 1.104646e+01 1.113514e+01 1.145584e+01
y_rep[1158] 1.117478e+01 1.126226e+01 1.157569e+01
y_rep[1159] 1.104836e+01 1.113597e+01 1.145423e+01
y_rep[1160] 1.097567e+01 1.107695e+01 1.135338e+01
y_rep[1161] 1.112112e+01 1.122039e+01 1.151469e+01
y_rep[1162] 1.095737e+01 1.104591e+01 1.136802e+01
y_rep[1163] 1.091125e+01 1.100317e+01 1.130489e+01
y_rep[1164] 1.099045e+01 1.107647e+01 1.139578e+01
y_rep[1165] 1.104372e+01 1.114275e+01 1.144765e+01
y_rep[1166] 1.104441e+01 1.113345e+01 1.144164e+01
y_rep[1167] 1.119992e+01 1.128735e+01 1.152044e+01
y_rep[1168] 1.085676e+01 1.094605e+01 1.123903e+01
y_rep[1169] 1.067980e+01 1.076644e+01 1.107321e+01
y_rep[1170] 1.055994e+01 1.064885e+01 1.097403e+01
y_rep[1171] 1.037004e+01 1.045578e+01 1.076645e+01
y_rep[1172] 9.947457e+00 1.003844e+01 1.038505e+01
y_rep[1173] 1.025821e+01 1.034369e+01 1.068159e+01
y_rep[1174] 1.015332e+01 1.024116e+01 1.052306e+01
y_rep[1175] 1.012634e+01 1.022017e+01 1.049597e+01
y_rep[1176] 1.019157e+01 1.027643e+01 1.053939e+01
y_rep[1177] 9.994082e+00 1.008623e+01 1.039985e+01
y_rep[1178] 9.468642e+00 9.568480e+00 9.926438e+00
y_rep[1179] 9.632625e+00 9.721896e+00 1.001630e+01
y_rep[1180] 9.717432e+00 9.807849e+00 1.009305e+01
y_rep[1181] 9.633259e+00 9.734847e+00 1.005720e+01
y_rep[1182] 9.567487e+00 9.655507e+00 9.945613e+00
y_rep[1183] 9.492848e+00 9.586890e+00 9.876761e+00
y_rep[1184] 9.973114e+00 1.006657e+01 1.039279e+01
y_rep[1185] 1.005393e+01 1.014216e+01 1.047256e+01
y_rep[1186] 9.927704e+00 1.002437e+01 1.030498e+01
y_rep[1187] 9.714437e+00 9.807395e+00 1.008681e+01
y_rep[1188] 1.021308e+01 1.030471e+01 1.057395e+01
y_rep[1189] 1.029834e+01 1.038532e+01 1.066156e+01
y_rep[1190] 1.006086e+01 1.014689e+01 1.048987e+01
y_rep[1191] 1.019483e+01 1.028006e+01 1.061913e+01
y_rep[1192] 1.001715e+01 1.010995e+01 1.048057e+01
y_rep[1193] 1.030321e+01 1.039138e+01 1.066785e+01
y_rep[1194] 1.044848e+01 1.054111e+01 1.086116e+01
y_rep[1195] 1.021399e+01 1.030715e+01 1.062671e+01
y_rep[1196] 1.137727e+01 1.146851e+01 1.172969e+01
y_rep[1197] 1.151532e+01 1.160583e+01 1.188206e+01
y_rep[1198] 1.130393e+01 1.139263e+01 1.170455e+01
y_rep[1199] 1.139401e+01 1.148497e+01 1.176644e+01
y_rep[1200] 1.148524e+01 1.157794e+01 1.192211e+01
y_rep[1201] 1.128266e+01 1.137517e+01 1.168095e+01
y_rep[1202] 1.110669e+01 1.119358e+01 1.152466e+01
y_rep[1203] 1.121723e+01 1.130842e+01 1.162504e+01
y_rep[1204] 1.101896e+01 1.110789e+01 1.139937e+01
y_rep[1205] 1.100708e+01 1.110332e+01 1.143464e+01
y_rep[1206] 1.105729e+01 1.114447e+01 1.142779e+01
y_rep[1207] 1.090762e+01 1.100014e+01 1.129232e+01
y_rep[1208] 1.085829e+01 1.094588e+01 1.126415e+01
y_rep[1209] 1.100301e+01 1.109797e+01 1.141668e+01
y_rep[1210] 1.095641e+01 1.104496e+01 1.136279e+01
y_rep[1211] 1.053730e+01 1.061891e+01 1.094961e+01
y_rep[1212] 1.064410e+01 1.073332e+01 1.104679e+01
y_rep[1213] 1.058018e+01 1.067724e+01 1.099531e+01
y_rep[1214] 1.058094e+01 1.066928e+01 1.104175e+01
y_rep[1215] 1.110021e+01 1.119182e+01 1.150660e+01
y_rep[1216] 1.105503e+01 1.114514e+01 1.144328e+01
y_rep[1217] 1.073901e+01 1.082839e+01 1.116950e+01
y_rep[1218] 1.069368e+01 1.078138e+01 1.106243e+01
y_rep[1219] 9.834275e+00 9.926868e+00 1.020608e+01
y_rep[1220] 9.527987e+00 9.620381e+00 9.902635e+00
y_rep[1221] 1.001384e+01 1.010707e+01 1.045619e+01
y_rep[1222] 1.042505e+01 1.052095e+01 1.081810e+01
y_rep[1223] 9.825175e+00 9.918575e+00 1.022526e+01
y_rep[1224] 1.000872e+01 1.010566e+01 1.041773e+01
y_rep[1225] 9.843262e+00 9.935066e+00 1.023321e+01
y_rep[1226] 9.917157e+00 1.000738e+01 1.033542e+01
y_rep[1227] 1.024507e+01 1.033592e+01 1.065692e+01
y_rep[1228] 1.026849e+01 1.035545e+01 1.067181e+01
y_rep[1229] 1.004741e+01 1.013328e+01 1.045184e+01
y_rep[1230] 9.928055e+00 1.001923e+01 1.032093e+01
y_rep[1231] 9.731472e+00 9.835360e+00 1.012748e+01
y_rep[1232] 9.692865e+00 9.773454e+00 1.006574e+01
y_rep[1233] 9.568806e+00 9.651911e+00 1.000451e+01
y_rep[1234] 9.529535e+00 9.612588e+00 9.904970e+00
y_rep[1235] 9.431287e+00 9.516460e+00 9.797654e+00
y_rep[1236] 9.244287e+00 9.331544e+00 9.651151e+00
y_rep[1237] 9.355775e+00 9.448677e+00 9.758105e+00
y_rep[1238] 9.072626e+00 9.168842e+00 9.480928e+00
y_rep[1239] 9.300564e+00 9.382931e+00 9.642765e+00
y_rep[1240] 9.091843e+00 9.180832e+00 9.457743e+00
y_rep[1241] 9.050145e+00 9.138700e+00 9.414174e+00
y_rep[1242] 9.236026e+00 9.329208e+00 9.620187e+00
y_rep[1243] 9.281263e+00 9.360327e+00 9.667157e+00
y_rep[1244] 8.993170e+00 9.086642e+00 9.415073e+00
y_rep[1245] 8.862652e+00 8.947505e+00 9.287400e+00
y_rep[1246] 9.076981e+00 9.168058e+00 9.470800e+00
y_rep[1247] 8.969960e+00 9.056783e+00 9.382803e+00
y_rep[1248] 8.755609e+00 8.854253e+00 9.169517e+00
y_rep[1249] 8.677650e+00 8.762372e+00 9.031898e+00
y_rep[1250] 8.446913e+00 8.540191e+00 8.840158e+00
y_rep[1251] 8.279132e+00 8.384025e+00 8.678793e+00
y_rep[1252] 8.291516e+00 8.372549e+00 8.673249e+00
y_rep[1253] 8.208299e+00 8.298429e+00 8.596504e+00
y_rep[1254] 8.421565e+00 8.505168e+00 8.834523e+00
y_rep[1255] 8.250230e+00 8.333609e+00 8.642819e+00
y_rep[1256] 8.299923e+00 8.384811e+00 8.677585e+00
y_rep[1257] 9.395377e+00 9.482939e+00 9.787269e+00
y_rep[1258] 9.562200e+00 9.652745e+00 9.913041e+00
y_rep[1259] 9.364115e+00 9.465626e+00 9.748555e+00
y_rep[1260] 9.474964e+00 9.568073e+00 9.821248e+00
y_rep[1261] 9.214111e+00 9.300715e+00 9.567993e+00
y_rep[1262] 8.796333e+00 8.883186e+00 9.190741e+00
y_rep[1263] 9.054489e+00 9.140345e+00 9.438934e+00
y_rep[1264] 9.339519e+00 9.436949e+00 9.724904e+00
y_rep[1265] 9.032976e+00 9.127499e+00 9.390657e+00
y_rep[1266] 8.845211e+00 8.935728e+00 9.273409e+00
y_rep[1267] 8.949929e+00 9.038437e+00 9.311304e+00
y_rep[1268] 8.848767e+00 8.942123e+00 9.238536e+00
y_rep[1269] 8.867723e+00 8.956915e+00 9.272964e+00
y_rep[1270] 9.079698e+00 9.172630e+00 9.486903e+00
y_rep[1271] 9.133394e+00 9.228481e+00 9.519326e+00
y_rep[1272] 9.162418e+00 9.254988e+00 9.568609e+00
y_rep[1273] 9.261493e+00 9.357275e+00 9.642933e+00
y_rep[1274] 9.390076e+00 9.480947e+00 9.775749e+00
y_rep[1275] 9.338090e+00 9.429643e+00 9.785449e+00
y_rep[1276] 9.383307e+00 9.476229e+00 9.776778e+00
y_rep[1277] 9.270712e+00 9.361372e+00 9.643911e+00
y_rep[1278] 9.217857e+00 9.308369e+00 9.631223e+00
y_rep[1279] 9.099118e+00 9.188178e+00 9.466197e+00
y_rep[1280] 8.675344e+00 8.764115e+00 9.057928e+00
y_rep[1281] 8.531946e+00 8.616029e+00 8.881525e+00
y_rep[1282] 8.859529e+00 8.946586e+00 9.217098e+00
y_rep[1283] 8.588578e+00 8.674269e+00 8.981772e+00
y_rep[1284] 8.450920e+00 8.533514e+00 8.849785e+00
y_rep[1285] 8.583778e+00 8.674919e+00 8.968200e+00
y_rep[1286] 8.217451e+00 8.303799e+00 8.587778e+00
y_rep[1287] 8.011663e+00 8.099999e+00 8.390889e+00
y_rep[1288] 9.175589e+00 9.273633e+00 9.556703e+00
y_rep[1289] 8.962350e+00 9.058332e+00 9.357989e+00
y_rep[1290] 8.918285e+00 9.010427e+00 9.300858e+00
y_rep[1291] 8.997205e+00 9.091899e+00 9.414512e+00
y_rep[1292] 8.828798e+00 8.917143e+00 9.195477e+00
y_rep[1293] 8.510721e+00 8.597160e+00 8.912759e+00
y_rep[1294] 8.452047e+00 8.540368e+00 8.813348e+00
y_rep[1295] 8.342111e+00 8.433234e+00 8.737093e+00
y_rep[1296] 8.170470e+00 8.261885e+00 8.566085e+00
y_rep[1297] 8.101995e+00 8.193685e+00 8.463356e+00
y_rep[1298] 8.093625e+00 8.185080e+00 8.499415e+00
y_rep[1299] 7.792049e+00 7.882171e+00 8.174212e+00
y_rep[1300] 7.988771e+00 8.077938e+00 8.331083e+00
y_rep[1301] 7.710187e+00 7.796695e+00 8.109557e+00
y_rep[1302] 7.878229e+00 7.972489e+00 8.254884e+00
y_rep[1303] 7.905998e+00 7.994552e+00 8.282585e+00
y_rep[1304] 7.922164e+00 8.011606e+00 8.347863e+00
y_rep[1305] 7.933947e+00 8.024302e+00 8.354915e+00
y_rep[1306] 8.272374e+00 8.367776e+00 8.647199e+00
y_rep[1307] 8.074351e+00 8.167512e+00 8.462782e+00
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log_lik[1382] 1.851421e-01 2.264855e-01 3.069585e-01
log_lik[1383] 8.740515e-01 9.107091e-01 9.756830e-01
log_lik[1384] 1.134877e+00 1.156641e+00 1.196097e+00
log_lik[1385] 1.064474e+00 1.089890e+00 1.139356e+00
log_lik[1386] 4.075464e-01 4.422319e-01 5.080762e-01
log_lik[1387] 1.012187e+00 1.037237e+00 1.084579e+00
log_lik[1388] 1.083750e+00 1.105829e+00 1.148472e+00
log_lik[1389] 1.007221e+00 1.036533e+00 1.093789e+00
log_lik[1390] 1.124317e+00 1.146053e+00 1.185295e+00
log_lik[1391] 1.116209e+00 1.138649e+00 1.180285e+00
log_lik[1392] 1.115498e+00 1.136936e+00 1.178062e+00
log_lik[1393] 1.133980e+00 1.156276e+00 1.196246e+00
log_lik[1394] 5.187153e-01 5.622575e-01 6.328912e-01
log_lik[1395] 7.783161e-01 8.116774e-01 8.705631e-01
log_lik[1396] -2.009867e-01 -1.386216e-01 -2.544189e-02
log_lik[1397] -9.924027e-02 -4.925234e-02 4.058262e-02
log_lik[1398] -4.694610e-01 -4.246469e-01 -3.396983e-01
log_lik[1399] -1.823726e+00 -1.757145e+00 -1.626310e+00
log_lik[1400] 7.329485e-01 7.658720e-01 8.318776e-01
log_lik[1401] -9.228962e-01 -8.741449e-01 -7.847567e-01
log_lik[1402] 9.553668e-01 9.874683e-01 1.042306e+00
log_lik[1403] -2.015484e-01 -1.643514e-01 -9.568602e-02
log_lik[1404] 8.197430e-01 8.493207e-01 9.102484e-01
log_lik[1405] 1.125425e+00 1.147409e+00 1.188891e+00
log_lik[1406] 9.741474e-01 1.002015e+00 1.051123e+00
log_lik[1407] 8.441374e-01 8.705368e-01 9.207288e-01
log_lik[1408] 1.138391e+00 1.160682e+00 1.200512e+00
log_lik[1409] 1.075135e+00 1.099704e+00 1.144911e+00
log_lik[1410] -1.836932e+00 -1.786346e+00 -1.688349e+00
log_lik[1411] 1.137538e+00 1.159923e+00 1.199271e+00
log_lik[1412] -1.022858e-01 -5.535301e-02 4.111178e-02
log_lik[1413] -1.097703e+00 -1.054518e+00 -9.790922e-01
log_lik[1414] 6.362718e-02 1.738251e-01 3.816734e-01
log_lik[1415] -3.561044e+00 -3.481230e+00 -3.327287e+00
log_lik[1416] -7.229577e-01 -6.691827e-01 -5.718730e-01
log_lik[1417] -3.117767e-01 -2.723509e-01 -1.991727e-01
log_lik[1418] 8.434888e-01 8.894405e-01 9.726500e-01
log_lik[1419] -2.425215e+00 -2.344208e+00 -2.186374e+00
log_lik[1420] 1.110271e+00 1.135696e+00 1.181419e+00
log_lik[1421] -5.321127e-01 -4.868777e-01 -4.040597e-01
log_lik[1422] 6.067866e-01 6.521483e-01 7.270538e-01
log_lik[1423] -8.093479e-01 -7.487120e-01 -6.420962e-01
log_lik[1424] -6.613849e+00 -6.432993e+00 -6.124120e+00
log_lik[1425] -3.961184e+00 -3.857466e+00 -3.625767e+00
log_lik[1426] -2.966243e-01 -2.276974e-01 -9.625526e-02
log_lik[1427] 8.049845e-01 9.303511e-01 1.100887e+00
log_lik[1428] -9.907718e-01 -8.602237e-01 -5.901669e-01
log_lik[1429] 7.535387e-01 8.147936e-01 9.168069e-01
log_lik[1430] 7.145574e-01 7.568734e-01 8.401330e-01
log_lik[1431] -1.454242e-01 -5.145125e-02 1.334315e-01
log_lik[1432] 6.428868e-01 7.569766e-01 9.292221e-01
log_lik[1433] -2.502935e+00 -2.401058e+00 -2.213588e+00
log_lik[1434] 1.058465e+00 1.088241e+00 1.142847e+00
log_lik[1435] 2.992600e-01 3.719054e-01 4.945627e-01
log_lik[1436] 8.984975e-01 9.502491e-01 1.044818e+00
log_lik[1437] 1.068368e+00 1.098371e+00 1.150372e+00
log_lik[1438] -5.052571e-01 -3.952896e-01 -1.842069e-01
log_lik[1439] -1.103573e-01 -4.583447e-02 8.592147e-02
log_lik[1440] 4.780366e-01 5.260539e-01 6.292593e-01
log_lik[1441] 9.273876e-01 9.734164e-01 1.045604e+00
log_lik[1442] 1.088805e+00 1.120994e+00 1.173325e+00
log_lik[1443] 6.646521e-01 7.146861e-01 7.998325e-01
log_lik[1444] 2.415111e-01 3.202154e-01 4.875805e-01
log_lik[1445] -5.466288e-01 -4.691724e-01 -3.049584e-01
log_lik[1446] 9.919816e-01 1.036652e+00 1.101561e+00
log_lik[1447] -6.982494e-02 5.597854e-02 2.759297e-01
log_lik[1448] 6.115001e-01 6.481125e-01 7.238989e-01
log_lik[1449] -6.848305e-01 -6.425882e-01 -5.629687e-01
log_lik[1450] -5.638089e+00 -5.496687e+00 -5.243929e+00
log_lik[1451] 8.393422e-01 9.416158e-01 1.089325e+00
log_lik[1452] 1.039053e+00 1.077140e+00 1.138114e+00
log_lik[1453] 8.881946e-02 1.324592e-01 2.168174e-01
log_lik[1454] 4.095278e-01 4.691407e-01 5.849773e-01
log_lik[1455] -1.074178e+00 -9.846788e-01 -8.154451e-01
log_lik[1456] 1.072366e+00 1.100607e+00 1.156704e+00
log_lik[1457] 4.009430e-01 4.876937e-01 6.281527e-01
log_lik[1458] 3.801428e-01 4.327426e-01 5.187604e-01
log_lik[1459] 7.570711e-01 8.231966e-01 9.362876e-01
log_lik[1460] -4.164302e+00 -4.073698e+00 -3.912368e+00
y_hat 1.230630e+01 1.239986e+01 1.270951e+01
lp__ 1.326379e+03 1.327624e+03 1.329229e+03
, , chains = chain:3
stats
parameter mean sd 2.5% 25%
alpha 1.230548e+01 0.003873863 1.229809e+01 1.230286e+01
beta[1] 6.240016e-01 0.098554078 4.316164e-01 5.586741e-01
beta[2] 6.598357e-01 0.107685414 4.483650e-01 5.910905e-01
beta[3] 1.907586e+00 0.118230169 1.687543e+00 1.826701e+00
beta_mu[1] 6.866872e-01 16.629274894 -3.260142e+01 -1.014201e+01
beta_mu[2] 8.681921e-01 16.810613001 -3.347975e+01 -1.112254e+01
beta_mu[3] 1.126980e+00 17.162354301 -3.165525e+01 -1.059206e+01
sigma 1.161115e-01 0.003779286 1.086723e-01 1.136532e-01
nu 2.701446e+00 0.200924391 2.342295e+00 2.562341e+00
mu[1] 1.651819e+01 0.007868116 1.650240e+01 1.651299e+01
mu[2] 1.685622e+01 0.008524220 1.683968e+01 1.685051e+01
mu[3] 1.641253e+01 0.009689231 1.639363e+01 1.640601e+01
mu[4] 1.709912e+01 0.008936608 1.708159e+01 1.709322e+01
mu[5] 1.715260e+01 0.018297332 1.711583e+01 1.714018e+01
mu[6] 1.769483e+01 0.010783355 1.767402e+01 1.768734e+01
mu[7] 1.735247e+01 0.015315190 1.732273e+01 1.734178e+01
mu[8] 1.763677e+01 0.021021728 1.759715e+01 1.762222e+01
mu[9] 1.735286e+01 0.008845126 1.733507e+01 1.734699e+01
mu[10] 1.780536e+01 0.009657420 1.778609e+01 1.779917e+01
mu[11] 1.801536e+01 0.009656154 1.799589e+01 1.800914e+01
mu[12] 1.914860e+01 0.011603134 1.912549e+01 1.914082e+01
mu[13] 1.895709e+01 0.010398396 1.893631e+01 1.895020e+01
mu[14] 1.843076e+01 0.010222601 1.841035e+01 1.842400e+01
mu[15] 1.750554e+01 0.021534500 1.746303e+01 1.749074e+01
mu[16] 1.688521e+01 0.008245719 1.686912e+01 1.687983e+01
mu[17] 1.720093e+01 0.013820936 1.717408e+01 1.719142e+01
mu[18] 1.746851e+01 0.010276132 1.744860e+01 1.746199e+01
mu[19] 1.720002e+01 0.008841269 1.718244e+01 1.719395e+01
mu[20] 1.648302e+01 0.010076676 1.646383e+01 1.647602e+01
mu[21] 1.624290e+01 0.008101614 1.622729e+01 1.623725e+01
mu[22] 1.638821e+01 0.007405631 1.637361e+01 1.638334e+01
mu[23] 1.634512e+01 0.008485111 1.632872e+01 1.633938e+01
mu[24] 1.683955e+01 0.008218005 1.682333e+01 1.683429e+01
mu[25] 1.693192e+01 0.008199748 1.691571e+01 1.692652e+01
mu[26] 1.618914e+01 0.010524021 1.616909e+01 1.618183e+01
mu[27] 1.606070e+01 0.010029124 1.604034e+01 1.605389e+01
mu[28] 1.584637e+01 0.013057070 1.581985e+01 1.583796e+01
mu[29] 1.543821e+01 0.006564587 1.542561e+01 1.543379e+01
mu[30] 1.523861e+01 0.008666532 1.522148e+01 1.523285e+01
mu[31] 1.531767e+01 0.009978807 1.529876e+01 1.531086e+01
mu[32] 1.467598e+01 0.009199430 1.465781e+01 1.466977e+01
mu[33] 1.415275e+01 0.006254078 1.414066e+01 1.414844e+01
mu[34] 1.393599e+01 0.005223005 1.392637e+01 1.393235e+01
mu[35] 1.322606e+01 0.017044243 1.319154e+01 1.321496e+01
mu[36] 1.317220e+01 0.006165236 1.316003e+01 1.316795e+01
mu[37] 1.361264e+01 0.008348927 1.359619e+01 1.360691e+01
mu[38] 1.481206e+01 0.020967210 1.477074e+01 1.479734e+01
mu[39] 1.522435e+01 0.006318728 1.521198e+01 1.522005e+01
mu[40] 1.479095e+01 0.007070239 1.477747e+01 1.478612e+01
mu[41] 1.468715e+01 0.005769957 1.467617e+01 1.468318e+01
mu[42] 1.489599e+01 0.007096900 1.488229e+01 1.489123e+01
mu[43] 1.475427e+01 0.005653976 1.474316e+01 1.475050e+01
mu[44] 1.522789e+01 0.009309527 1.520913e+01 1.522179e+01
mu[45] 1.463152e+01 0.007037622 1.461778e+01 1.462670e+01
mu[46] 1.376790e+01 0.008298048 1.375113e+01 1.376225e+01
mu[47] 1.360696e+01 0.008428065 1.359123e+01 1.360121e+01
mu[48] 1.380759e+01 0.006571462 1.379446e+01 1.380306e+01
mu[49] 1.450047e+01 0.009726237 1.448101e+01 1.449380e+01
mu[50] 1.493889e+01 0.008984958 1.492124e+01 1.493267e+01
mu[51] 1.501388e+01 0.009145414 1.499572e+01 1.500758e+01
mu[52] 1.440330e+01 0.009111347 1.438614e+01 1.439709e+01
mu[53] 1.424272e+01 0.005364220 1.423280e+01 1.423890e+01
mu[54] 1.432376e+01 0.005770819 1.431284e+01 1.432004e+01
mu[55] 1.423863e+01 0.009337579 1.422105e+01 1.423219e+01
mu[56] 1.432689e+01 0.005459756 1.431644e+01 1.432326e+01
mu[57] 1.450404e+01 0.008631808 1.448752e+01 1.449810e+01
mu[58] 1.471727e+01 0.005727063 1.470653e+01 1.471316e+01
mu[59] 1.412131e+01 0.006106820 1.410973e+01 1.411707e+01
mu[60] 1.394853e+01 0.005464539 1.393826e+01 1.394470e+01
mu[61] 1.308016e+01 0.018319903 1.304305e+01 1.306756e+01
mu[62] 1.304003e+01 0.005395967 1.302950e+01 1.303637e+01
mu[63] 1.416547e+01 0.006077167 1.415367e+01 1.416128e+01
mu[64] 1.397959e+01 0.005425388 1.396935e+01 1.397588e+01
mu[65] 1.357667e+01 0.006237828 1.356507e+01 1.357253e+01
mu[66] 1.328371e+01 0.005075804 1.327417e+01 1.328012e+01
mu[67] 1.338865e+01 0.005010549 1.337937e+01 1.338522e+01
mu[68] 1.355936e+01 0.005669047 1.354809e+01 1.355550e+01
mu[69] 1.387648e+01 0.008633105 1.385968e+01 1.387052e+01
mu[70] 1.402854e+01 0.006727329 1.401547e+01 1.402403e+01
mu[71] 1.381921e+01 0.007330758 1.380517e+01 1.381425e+01
mu[72] 1.289489e+01 0.010044363 1.287492e+01 1.288848e+01
mu[73] 1.234760e+01 0.004537184 1.233910e+01 1.234452e+01
mu[74] 1.226345e+01 0.004149274 1.225554e+01 1.226051e+01
mu[75] 1.219225e+01 0.004763615 1.218280e+01 1.218901e+01
mu[76] 1.292958e+01 0.006689066 1.291647e+01 1.292493e+01
mu[77] 1.295660e+01 0.004307417 1.294842e+01 1.295369e+01
mu[78] 1.285674e+01 0.004583847 1.284817e+01 1.285352e+01
mu[79] 1.240219e+01 0.004949462 1.239288e+01 1.239879e+01
mu[80] 1.238486e+01 0.006991813 1.237082e+01 1.238023e+01
mu[81] 1.234180e+01 0.004425898 1.233309e+01 1.233876e+01
mu[82] 1.249764e+01 0.004143588 1.248980e+01 1.249483e+01
mu[83] 1.269152e+01 0.005066841 1.268187e+01 1.268806e+01
mu[84] 1.295167e+01 0.007669617 1.293685e+01 1.294638e+01
mu[85] 1.261349e+01 0.005050994 1.260386e+01 1.260987e+01
mu[86] 1.209764e+01 0.007862232 1.208214e+01 1.209239e+01
mu[87] 1.283724e+01 0.008754800 1.282004e+01 1.283149e+01
mu[88] 1.312190e+01 0.004957015 1.311258e+01 1.311849e+01
mu[89] 1.307750e+01 0.006248673 1.306517e+01 1.307320e+01
mu[90] 1.379767e+01 0.009793902 1.377829e+01 1.379127e+01
mu[91] 1.380737e+01 0.005400996 1.379709e+01 1.380362e+01
mu[92] 1.345701e+01 0.004779832 1.344811e+01 1.345358e+01
mu[93] 1.314239e+01 0.004505147 1.313408e+01 1.313919e+01
mu[94] 1.338133e+01 0.005514165 1.337085e+01 1.337760e+01
mu[95] 1.338572e+01 0.005950228 1.337459e+01 1.338157e+01
mu[96] 1.359292e+01 0.006565728 1.358066e+01 1.358842e+01
mu[97] 1.374499e+01 0.005357954 1.373469e+01 1.374140e+01
mu[98] 1.349578e+01 0.006151739 1.348440e+01 1.349140e+01
mu[99] 1.302824e+01 0.004854151 1.301915e+01 1.302490e+01
mu[100] 1.280813e+01 0.004416119 1.279962e+01 1.280508e+01
mu[101] 1.278187e+01 0.008459923 1.276602e+01 1.277612e+01
mu[102] 1.318821e+01 0.006162460 1.317620e+01 1.318396e+01
mu[103] 1.414589e+01 0.005435123 1.413518e+01 1.414212e+01
mu[104] 1.369818e+01 0.011541137 1.367555e+01 1.369047e+01
mu[105] 1.346581e+01 0.006342358 1.345392e+01 1.346160e+01
mu[106] 1.336983e+01 0.005526561 1.335947e+01 1.336598e+01
mu[107] 1.288208e+01 0.004636423 1.287340e+01 1.287878e+01
mu[108] 1.294501e+01 0.005567447 1.293418e+01 1.294125e+01
mu[109] 1.348024e+01 0.006369492 1.346783e+01 1.347583e+01
mu[110] 1.341030e+01 0.007697385 1.339563e+01 1.340487e+01
mu[111] 1.285919e+01 0.005403253 1.284844e+01 1.285549e+01
mu[112] 1.279525e+01 0.005985380 1.278380e+01 1.279117e+01
mu[113] 1.186951e+01 0.009708132 1.184959e+01 1.186326e+01
mu[114] 1.138418e+01 0.003972472 1.137665e+01 1.138136e+01
mu[115] 1.156964e+01 0.006517240 1.155646e+01 1.156516e+01
mu[116] 1.209986e+01 0.010636283 1.207964e+01 1.209296e+01
mu[117] 1.208641e+01 0.007546348 1.207174e+01 1.208146e+01
mu[118] 1.167281e+01 0.004581273 1.166381e+01 1.166961e+01
mu[119] 1.154518e+01 0.004471721 1.153648e+01 1.154223e+01
mu[120] 1.119638e+01 0.004094443 1.118830e+01 1.119360e+01
mu[121] 1.117053e+01 0.004413572 1.116182e+01 1.116753e+01
mu[122] 1.161816e+01 0.005452596 1.160788e+01 1.161454e+01
mu[123] 1.198139e+01 0.004823186 1.197185e+01 1.197819e+01
mu[124] 1.208150e+01 0.003854143 1.207405e+01 1.207893e+01
mu[125] 1.197087e+01 0.009955514 1.195128e+01 1.196446e+01
mu[126] 1.147253e+01 0.006640195 1.145936e+01 1.146827e+01
mu[127] 1.110848e+01 0.006446638 1.109603e+01 1.110391e+01
mu[128] 1.123297e+01 0.004711754 1.122413e+01 1.122976e+01
mu[129] 1.129475e+01 0.006113514 1.128330e+01 1.129058e+01
mu[130] 1.147656e+01 0.004512242 1.146775e+01 1.147348e+01
mu[131] 1.144325e+01 0.004004108 1.143555e+01 1.144060e+01
mu[132] 1.086005e+01 0.005526201 1.084938e+01 1.085612e+01
mu[133] 1.056509e+01 0.006605474 1.055223e+01 1.056067e+01
mu[134] 1.069432e+01 0.004280172 1.068597e+01 1.069143e+01
mu[135] 1.090819e+01 0.003953185 1.090049e+01 1.090541e+01
mu[136] 1.078357e+01 0.004736714 1.077449e+01 1.078032e+01
mu[137] 1.153815e+01 0.008143542 1.152223e+01 1.153281e+01
mu[138] 1.151187e+01 0.006358353 1.149933e+01 1.150771e+01
mu[139] 1.108001e+01 0.003891399 1.107247e+01 1.107731e+01
mu[140] 1.081672e+01 0.005257099 1.080641e+01 1.081311e+01
mu[141] 1.164943e+01 0.010154389 1.163025e+01 1.164238e+01
mu[142] 1.124501e+01 0.006912582 1.123143e+01 1.124052e+01
mu[143] 1.135651e+01 0.003951013 1.134886e+01 1.135370e+01
mu[144] 1.129638e+01 0.003912977 1.128878e+01 1.129371e+01
mu[145] 1.053500e+01 0.007256383 1.052070e+01 1.053031e+01
mu[146] 1.024747e+01 0.004227792 1.023929e+01 1.024457e+01
mu[147] 1.027606e+01 0.005896015 1.026458e+01 1.027199e+01
mu[148] 1.064660e+01 0.004677890 1.063729e+01 1.064344e+01
mu[149] 1.058057e+01 0.005248960 1.057036e+01 1.057707e+01
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mu[1313] 8.281619e+00 0.006449662 8.269081e+00 8.277082e+00
mu[1314] 8.392066e+00 0.009999473 8.372864e+00 8.385067e+00
mu[1315] 8.308744e+00 0.006068585 8.297415e+00 8.304461e+00
mu[1316] 8.227259e+00 0.006403838 8.215312e+00 8.222839e+00
mu[1317] 8.426840e+00 0.011023873 8.406043e+00 8.419046e+00
mu[1318] 8.424089e+00 0.005935069 8.412728e+00 8.420057e+00
mu[1319] 9.486061e+00 0.005091874 9.476295e+00 9.482590e+00
mu[1320] 9.692174e+00 0.006400469 9.679293e+00 9.687706e+00
mu[1321] 9.539833e+00 0.005010306 9.530150e+00 9.536404e+00
mu[1322] 9.633165e+00 0.005036222 9.623828e+00 9.629681e+00
mu[1323] 9.526466e+00 0.004643468 9.517568e+00 9.523243e+00
mu[1324] 9.592554e+00 0.005079694 9.582801e+00 9.589082e+00
mu[1325] 1.005514e+01 0.004630836 1.004624e+01 1.005204e+01
mu[1326] 9.753193e+00 0.005182897 9.743113e+00 9.749723e+00
mu[1327] 9.647177e+00 0.004661776 9.638163e+00 9.643972e+00
mu[1328] 9.622310e+00 0.007025475 9.607861e+00 9.617443e+00
mu[1329] 9.502631e+00 0.004886542 9.493503e+00 9.499229e+00
mu[1330] 9.699683e+00 0.005634192 9.688477e+00 9.695596e+00
mu[1331] 1.002806e+01 0.006208864 1.001636e+01 1.002371e+01
mu[1332] 9.817533e+00 0.006524917 9.805002e+00 9.813055e+00
mu[1333] 9.653048e+00 0.005758679 9.642250e+00 9.648998e+00
mu[1334] 9.595330e+00 0.006548015 9.582835e+00 9.590783e+00
mu[1335] 9.446944e+00 0.005223273 9.437091e+00 9.443245e+00
mu[1336] 9.843819e+00 0.008496345 9.827446e+00 9.837737e+00
mu[1337] 9.917029e+00 0.006066312 9.905358e+00 9.912809e+00
mu[1338] 9.632412e+00 0.006161094 9.620811e+00 9.628161e+00
mu[1339] 9.624073e+00 0.006385487 9.611614e+00 9.619711e+00
mu[1340] 9.689994e+00 0.006442341 9.677216e+00 9.685767e+00
mu[1341] 9.732980e+00 0.005398066 9.722749e+00 9.729200e+00
mu[1342] 9.909495e+00 0.014767404 9.878897e+00 9.900050e+00
mu[1343] 9.890810e+00 0.007639175 9.876532e+00 9.885433e+00
mu[1344] 9.937709e+00 0.007568725 9.922927e+00 9.932474e+00
mu[1345] 9.759673e+00 0.004531190 9.750972e+00 9.756481e+00
mu[1346] 9.794589e+00 0.005582730 9.784018e+00 9.790704e+00
mu[1347] 9.665140e+00 0.004985649 9.655424e+00 9.661800e+00
mu[1348] 9.613912e+00 0.004976937 9.604545e+00 9.610450e+00
mu[1349] 9.507715e+00 0.006096123 9.495660e+00 9.503470e+00
mu[1350] 9.691721e+00 0.004521846 9.683060e+00 9.688591e+00
mu[1351] 9.758362e+00 0.004486982 9.749690e+00 9.755346e+00
mu[1352] 9.711448e+00 0.004889133 9.702360e+00 9.707998e+00
mu[1353] 9.974099e+00 0.006046089 9.962293e+00 9.970116e+00
mu[1354] 9.865012e+00 0.004776569 9.855738e+00 9.861833e+00
mu[1355] 9.725166e+00 0.007803515 9.710450e+00 9.719678e+00
mu[1356] 9.754151e+00 0.004796330 9.744963e+00 9.750906e+00
mu[1357] 9.902695e+00 0.005276135 9.892328e+00 9.899045e+00
mu[1358] 9.824718e+00 0.004702775 9.815703e+00 9.821473e+00
mu[1359] 9.373038e+00 0.006147644 9.361332e+00 9.368646e+00
mu[1360] 9.229874e+00 0.005443114 9.219426e+00 9.226219e+00
mu[1361] 8.769261e+00 0.005207648 8.759485e+00 8.765671e+00
mu[1362] 8.681522e+00 0.006593738 8.668649e+00 8.676970e+00
mu[1363] 8.727337e+00 0.006365773 8.714799e+00 8.722870e+00
mu[1364] 8.495108e+00 0.007827385 8.479793e+00 8.489915e+00
mu[1365] 8.541060e+00 0.005614110 8.530196e+00 8.537207e+00
mu[1366] 8.061838e+00 0.006125973 8.050083e+00 8.057618e+00
mu[1367] 8.171072e+00 0.007233956 8.157423e+00 8.165959e+00
mu[1368] 7.889111e+00 0.006294786 7.877223e+00 7.884772e+00
mu[1369] 7.926134e+00 0.006193840 7.914470e+00 7.922008e+00
mu[1370] 7.722075e+00 0.008480005 7.705498e+00 7.716051e+00
mu[1371] 7.542166e+00 0.007116413 7.528353e+00 7.537113e+00
mu[1372] 8.021333e+00 0.007284474 8.007773e+00 8.016239e+00
mu[1373] 8.297498e+00 0.007010801 8.284068e+00 8.292627e+00
mu[1374] 7.994736e+00 0.006943527 7.981294e+00 7.989843e+00
mu[1375] 7.882209e+00 0.006085497 7.870645e+00 7.878064e+00
mu[1376] 7.771269e+00 0.006787488 7.758583e+00 7.766493e+00
mu[1377] 7.670827e+00 0.006296822 7.659000e+00 7.666479e+00
mu[1378] 7.760243e+00 0.006735008 7.747243e+00 7.755432e+00
mu[1379] 7.809386e+00 0.006481910 7.797232e+00 7.804901e+00
mu[1380] 7.479107e+00 0.008524230 7.462503e+00 7.473017e+00
mu[1381] 7.836706e+00 0.007500954 7.822111e+00 7.831300e+00
mu[1382] 8.132864e+00 0.006056237 8.121330e+00 8.128741e+00
mu[1383] 8.015790e+00 0.008150975 8.000613e+00 8.010159e+00
mu[1384] 8.464084e+00 0.006097016 8.452541e+00 8.459825e+00
mu[1385] 8.630877e+00 0.007380170 8.616765e+00 8.625893e+00
mu[1386] 8.433470e+00 0.005751126 8.422585e+00 8.429417e+00
mu[1387] 8.491728e+00 0.006023928 8.480320e+00 8.487640e+00
mu[1388] 8.417368e+00 0.006041871 8.405891e+00 8.413103e+00
mu[1389] 8.294458e+00 0.007860725 8.279830e+00 8.289013e+00
mu[1390] 8.374440e+00 0.006203199 8.362584e+00 8.370191e+00
mu[1391] 8.349190e+00 0.006149034 8.337455e+00 8.344925e+00
mu[1392] 8.251663e+00 0.005876518 8.240588e+00 8.247775e+00
mu[1393] 8.241265e+00 0.008059122 8.225970e+00 8.235556e+00
mu[1394] 8.123201e+00 0.006785801 8.110029e+00 8.118487e+00
mu[1395] 7.851431e+00 0.006434308 7.839435e+00 7.846987e+00
mu[1396] 8.242257e+00 0.008025217 8.226965e+00 8.236640e+00
mu[1397] 8.114740e+00 0.006468926 8.102590e+00 8.110254e+00
mu[1398] 8.780836e+00 0.005745133 8.769994e+00 8.776800e+00
mu[1399] 9.804200e+00 0.010797457 9.783264e+00 9.796906e+00
mu[1400] 9.355743e+00 0.006775138 9.342613e+00 9.351108e+00
mu[1401] 9.564402e+00 0.006599770 9.551534e+00 9.559758e+00
mu[1402] 9.826213e+00 0.007353328 9.811714e+00 9.821141e+00
mu[1403] 1.000058e+01 0.004656170 9.991692e+00 9.997416e+00
mu[1404] 9.883313e+00 0.005882090 9.871762e+00 9.879335e+00
mu[1405] 9.765552e+00 0.006594234 9.752971e+00 9.760962e+00
mu[1406] 9.789434e+00 0.006523684 9.776696e+00 9.784786e+00
mu[1407] 9.657015e+00 0.005666131 9.646045e+00 9.653271e+00
mu[1408] 9.756637e+00 0.007379439 9.741960e+00 9.751539e+00
mu[1409] 1.002054e+01 0.006927895 1.000738e+01 1.001574e+01
mu[1410] 9.964320e+00 0.006406302 9.951856e+00 9.959911e+00
mu[1411] 1.021904e+01 0.008853585 1.020172e+01 1.021293e+01
mu[1412] 1.011298e+01 0.006805148 1.010002e+01 1.010829e+01
mu[1413] 1.021198e+01 0.004370793 1.020329e+01 1.020894e+01
mu[1414] 1.090325e+01 0.016696583 1.087080e+01 1.089250e+01
mu[1415] 1.359388e+01 0.013159468 1.356878e+01 1.358487e+01
mu[1416] 1.328540e+01 0.006551510 1.327235e+01 1.328097e+01
mu[1417] 1.364958e+01 0.004919490 1.364034e+01 1.364635e+01
mu[1418] 1.376392e+01 0.009811553 1.374385e+01 1.375708e+01
mu[1419] 1.399574e+01 0.013506873 1.396828e+01 1.398659e+01
mu[1420] 1.473703e+01 0.011458618 1.471450e+01 1.472927e+01
mu[1421] 1.462735e+01 0.005596143 1.461674e+01 1.462351e+01
mu[1422] 1.450920e+01 0.008132991 1.449326e+01 1.450363e+01
mu[1423] 1.506130e+01 0.007970590 1.504596e+01 1.505578e+01
mu[1424] 1.849474e+01 0.028193043 1.843989e+01 1.847501e+01
mu[1425] 1.794660e+01 0.024749327 1.790000e+01 1.792984e+01
mu[1426] 1.727535e+01 0.010297719 1.725532e+01 1.726824e+01
mu[1427] 1.796248e+01 0.029230405 1.790790e+01 1.794177e+01
mu[1428] 1.803353e+01 0.021573723 1.799224e+01 1.801861e+01
mu[1429] 1.762783e+01 0.011855229 1.760427e+01 1.761976e+01
mu[1430] 1.779300e+01 0.009014187 1.777489e+01 1.778701e+01
mu[1431] 1.854819e+01 0.014841504 1.851886e+01 1.853818e+01
mu[1432] 1.851165e+01 0.020221515 1.847355e+01 1.849792e+01
mu[1433] 1.889719e+01 0.018112157 1.886218e+01 1.888455e+01
mu[1434] 1.840063e+01 0.009878227 1.838069e+01 1.839398e+01
mu[1435] 1.843544e+01 0.011458196 1.841289e+01 1.842786e+01
mu[1436] 1.823146e+01 0.013273273 1.820553e+01 1.822235e+01
mu[1437] 1.826653e+01 0.009860606 1.824671e+01 1.826004e+01
mu[1438] 1.783051e+01 0.015959566 1.779916e+01 1.781981e+01
mu[1439] 1.817678e+01 0.010396162 1.815624e+01 1.816995e+01
mu[1440] 1.776317e+01 0.009141662 1.774448e+01 1.775703e+01
mu[1441] 1.765987e+01 0.010658478 1.763948e+01 1.765251e+01
mu[1442] 1.698120e+01 0.014215681 1.695217e+01 1.697176e+01
mu[1443] 1.685989e+01 0.009436994 1.684098e+01 1.685342e+01
mu[1444] 1.698263e+01 0.013846505 1.695560e+01 1.697310e+01
mu[1445] 1.686939e+01 0.012253321 1.684528e+01 1.686102e+01
mu[1446] 1.585659e+01 0.011220202 1.583448e+01 1.584895e+01
mu[1447] 1.456162e+01 0.017710097 1.452655e+01 1.455001e+01
mu[1448] 1.443269e+01 0.007239321 1.441881e+01 1.442788e+01
mu[1449] 1.433677e+01 0.005565071 1.432599e+01 1.433301e+01
mu[1450] 1.347613e+01 0.012471305 1.345114e+01 1.346805e+01
mu[1451] 1.496962e+01 0.022959753 1.492457e+01 1.495374e+01
mu[1452] 1.471393e+01 0.012709607 1.468837e+01 1.470559e+01
mu[1453] 1.550730e+01 0.006503850 1.549481e+01 1.550303e+01
mu[1454] 1.542933e+01 0.010388854 1.540808e+01 1.542259e+01
mu[1455] 1.553315e+01 0.014761125 1.550324e+01 1.552348e+01
mu[1456] 1.594489e+01 0.010170335 1.592551e+01 1.593797e+01
mu[1457] 1.625126e+01 0.013785429 1.622504e+01 1.624173e+01
mu[1458] 1.580343e+01 0.008022159 1.578745e+01 1.579814e+01
mu[1459] 1.609559e+01 0.013186003 1.607068e+01 1.608684e+01
mu[1460] 1.628637e+01 0.007452399 1.627191e+01 1.628133e+01
y_rep[1] 1.652472e+01 0.219378249 1.616945e+01 1.643611e+01
y_rep[2] 1.685965e+01 0.349441951 1.636150e+01 1.676434e+01
y_rep[3] 1.641757e+01 0.230381403 1.601726e+01 1.632693e+01
y_rep[4] 1.709706e+01 0.190363723 1.672260e+01 1.700631e+01
y_rep[5] 1.715123e+01 0.214229210 1.679465e+01 1.705566e+01
y_rep[6] 1.769741e+01 0.223224152 1.728126e+01 1.760764e+01
y_rep[7] 1.735186e+01 0.228966567 1.691729e+01 1.726198e+01
y_rep[8] 1.763205e+01 0.188111985 1.724846e+01 1.754394e+01
y_rep[9] 1.735279e+01 0.205669069 1.697539e+01 1.726383e+01
y_rep[10] 1.781061e+01 0.196306876 1.744626e+01 1.771552e+01
y_rep[11] 1.801551e+01 0.196609412 1.762028e+01 1.792023e+01
y_rep[12] 1.914172e+01 0.214614359 1.874590e+01 1.905879e+01
y_rep[13] 1.896112e+01 0.217126922 1.856394e+01 1.887392e+01
y_rep[14] 1.842679e+01 0.185093656 1.805665e+01 1.833465e+01
y_rep[15] 1.749305e+01 0.215067796 1.707761e+01 1.740599e+01
y_rep[16] 1.689763e+01 0.205492390 1.649182e+01 1.680002e+01
y_rep[17] 1.719679e+01 0.199801050 1.679161e+01 1.710501e+01
y_rep[18] 1.746899e+01 0.201946156 1.708715e+01 1.737434e+01
y_rep[19] 1.720457e+01 0.301877909 1.676839e+01 1.710749e+01
y_rep[20] 1.648268e+01 0.211267390 1.610765e+01 1.638701e+01
y_rep[21] 1.623652e+01 0.226494939 1.587971e+01 1.616000e+01
y_rep[22] 1.638805e+01 0.238803248 1.600864e+01 1.629097e+01
y_rep[23] 1.635489e+01 0.213483368 1.596112e+01 1.625469e+01
y_rep[24] 1.684077e+01 0.197705323 1.639851e+01 1.675886e+01
y_rep[25] 1.694137e+01 0.256710508 1.653693e+01 1.684708e+01
y_rep[26] 1.619215e+01 0.204317796 1.580255e+01 1.610543e+01
y_rep[27] 1.606239e+01 0.187580908 1.567799e+01 1.597441e+01
y_rep[28] 1.584291e+01 0.225787432 1.542530e+01 1.575044e+01
y_rep[29] 1.544670e+01 0.211820315 1.508301e+01 1.535016e+01
y_rep[30] 1.523989e+01 0.232138600 1.481161e+01 1.515210e+01
y_rep[31] 1.531780e+01 0.195781584 1.494678e+01 1.522596e+01
y_rep[32] 1.466342e+01 0.329331354 1.427767e+01 1.458417e+01
y_rep[33] 1.415159e+01 0.249378034 1.375966e+01 1.406051e+01
y_rep[34] 1.394062e+01 0.194115876 1.355154e+01 1.385712e+01
y_rep[35] 1.321840e+01 0.223981747 1.282116e+01 1.312291e+01
y_rep[36] 1.318152e+01 0.263376451 1.281772e+01 1.308652e+01
y_rep[37] 1.360109e+01 0.203126172 1.316138e+01 1.351447e+01
y_rep[38] 1.480726e+01 0.188197926 1.440191e+01 1.472265e+01
y_rep[39] 1.522042e+01 0.260829122 1.481127e+01 1.513421e+01
y_rep[40] 1.480022e+01 0.241956997 1.439153e+01 1.470205e+01
y_rep[41] 1.469254e+01 0.210049730 1.428469e+01 1.459981e+01
y_rep[42] 1.489268e+01 0.229460551 1.448056e+01 1.480667e+01
y_rep[43] 1.475240e+01 0.212172806 1.433532e+01 1.466099e+01
y_rep[44] 1.522010e+01 0.227030426 1.484370e+01 1.513481e+01
y_rep[45] 1.463228e+01 0.208972012 1.424719e+01 1.454308e+01
y_rep[46] 1.377096e+01 0.233233055 1.332907e+01 1.367802e+01
y_rep[47] 1.360688e+01 0.232922017 1.322948e+01 1.351867e+01
y_rep[48] 1.380327e+01 0.218935320 1.344802e+01 1.371790e+01
y_rep[49] 1.450131e+01 0.208806471 1.411944e+01 1.440947e+01
y_rep[50] 1.493616e+01 0.240120383 1.452593e+01 1.484375e+01
y_rep[51] 1.501874e+01 0.336258092 1.458114e+01 1.492109e+01
y_rep[52] 1.440631e+01 0.301419514 1.402046e+01 1.431394e+01
y_rep[53] 1.423583e+01 0.200340318 1.385401e+01 1.414322e+01
y_rep[54] 1.432120e+01 0.207735642 1.391479e+01 1.423371e+01
y_rep[55] 1.423492e+01 0.203693141 1.382155e+01 1.415071e+01
y_rep[56] 1.432316e+01 0.211286794 1.390837e+01 1.423007e+01
y_rep[57] 1.450485e+01 0.191888547 1.409681e+01 1.441666e+01
y_rep[58] 1.470608e+01 0.200367103 1.430898e+01 1.461803e+01
y_rep[59] 1.412024e+01 0.188677290 1.374805e+01 1.403279e+01
y_rep[60] 1.396055e+01 0.208600503 1.357703e+01 1.386384e+01
y_rep[61] 1.307423e+01 0.380288487 1.271983e+01 1.298682e+01
y_rep[62] 1.303035e+01 0.210328418 1.260233e+01 1.295315e+01
y_rep[63] 1.415493e+01 0.205266667 1.371660e+01 1.407349e+01
y_rep[64] 1.398469e+01 0.215447633 1.358235e+01 1.390054e+01
y_rep[65] 1.357166e+01 0.194436476 1.320895e+01 1.348168e+01
y_rep[66] 1.328821e+01 0.216267308 1.290077e+01 1.318711e+01
y_rep[67] 1.338400e+01 0.224827929 1.300952e+01 1.329534e+01
y_rep[68] 1.355968e+01 0.239724045 1.316041e+01 1.346882e+01
y_rep[69] 1.386937e+01 0.201564367 1.345287e+01 1.378396e+01
y_rep[70] 1.402717e+01 0.223231241 1.363651e+01 1.393950e+01
y_rep[71] 1.382941e+01 0.240153858 1.343533e+01 1.372781e+01
y_rep[72] 1.288623e+01 0.225524860 1.248251e+01 1.280136e+01
y_rep[73] 1.233863e+01 0.227428957 1.193965e+01 1.225509e+01
y_rep[74] 1.225796e+01 0.211971505 1.184461e+01 1.217171e+01
y_rep[75] 1.219068e+01 0.230713325 1.183463e+01 1.210466e+01
y_rep[76] 1.292818e+01 0.199471641 1.249397e+01 1.284332e+01
y_rep[77] 1.295742e+01 0.215436433 1.259875e+01 1.286446e+01
y_rep[78] 1.286539e+01 0.205931614 1.248950e+01 1.277560e+01
y_rep[79] 1.239962e+01 0.235520815 1.198835e+01 1.230737e+01
y_rep[80] 1.238552e+01 0.206366802 1.197755e+01 1.230043e+01
y_rep[81] 1.233287e+01 0.225683385 1.194675e+01 1.224420e+01
y_rep[82] 1.250159e+01 0.276641022 1.212675e+01 1.241249e+01
y_rep[83] 1.268766e+01 0.212568514 1.223259e+01 1.260001e+01
y_rep[84] 1.295118e+01 0.195374194 1.253414e+01 1.286570e+01
y_rep[85] 1.261139e+01 0.210371783 1.222429e+01 1.252033e+01
y_rep[86] 1.208904e+01 0.236040865 1.166262e+01 1.200861e+01
y_rep[87] 1.283818e+01 0.236156639 1.240611e+01 1.273953e+01
y_rep[88] 1.311238e+01 0.212398573 1.269174e+01 1.303977e+01
y_rep[89] 1.307816e+01 0.229285635 1.266454e+01 1.298122e+01
y_rep[90] 1.379482e+01 0.237905309 1.340587e+01 1.370993e+01
y_rep[91] 1.381181e+01 0.196816737 1.343161e+01 1.371616e+01
y_rep[92] 1.347149e+01 0.219091950 1.310031e+01 1.337446e+01
y_rep[93] 1.314206e+01 0.235973002 1.277015e+01 1.304314e+01
y_rep[94] 1.338030e+01 0.238954568 1.298706e+01 1.329110e+01
y_rep[95] 1.338286e+01 0.197857352 1.300827e+01 1.329284e+01
y_rep[96] 1.359100e+01 0.214052985 1.319957e+01 1.349474e+01
y_rep[97] 1.373744e+01 0.194408802 1.331814e+01 1.364433e+01
y_rep[98] 1.348594e+01 0.186982764 1.311698e+01 1.339564e+01
y_rep[99] 1.302772e+01 0.203241360 1.259642e+01 1.294057e+01
y_rep[100] 1.281050e+01 0.252170777 1.242076e+01 1.272505e+01
y_rep[101] 1.278035e+01 0.247575760 1.239877e+01 1.269061e+01
y_rep[102] 1.318608e+01 0.195225700 1.279291e+01 1.309368e+01
y_rep[103] 1.414009e+01 0.223372844 1.373788e+01 1.405572e+01
y_rep[104] 1.369332e+01 0.214748508 1.329376e+01 1.360283e+01
y_rep[105] 1.345267e+01 0.530365430 1.305426e+01 1.337685e+01
y_rep[106] 1.336880e+01 0.206805597 1.296987e+01 1.327943e+01
y_rep[107] 1.288748e+01 0.222216849 1.250193e+01 1.280015e+01
y_rep[108] 1.295284e+01 0.211869799 1.258584e+01 1.285917e+01
y_rep[109] 1.347648e+01 0.215005150 1.308634e+01 1.338878e+01
y_rep[110] 1.341473e+01 0.228669026 1.301015e+01 1.332390e+01
y_rep[111] 1.285356e+01 0.218605356 1.244246e+01 1.276188e+01
y_rep[112] 1.280160e+01 0.219058578 1.241699e+01 1.270522e+01
y_rep[113] 1.187056e+01 0.199973042 1.149815e+01 1.177850e+01
y_rep[114] 1.138311e+01 0.231357984 1.097198e+01 1.129086e+01
y_rep[115] 1.156285e+01 0.223187571 1.112851e+01 1.147331e+01
y_rep[116] 1.210207e+01 0.221275132 1.171681e+01 1.201015e+01
y_rep[117] 1.207525e+01 0.225954520 1.167459e+01 1.199533e+01
y_rep[118] 1.166996e+01 0.212831233 1.128282e+01 1.157088e+01
y_rep[119] 1.154786e+01 0.378658405 1.115265e+01 1.145038e+01
y_rep[120] 1.119725e+01 0.218499135 1.079161e+01 1.110084e+01
y_rep[121] 1.117648e+01 0.207707741 1.081665e+01 1.108421e+01
y_rep[122] 1.162315e+01 0.226988953 1.122466e+01 1.153704e+01
y_rep[123] 1.198342e+01 0.212447185 1.160971e+01 1.189195e+01
y_rep[124] 1.207851e+01 0.188202724 1.168433e+01 1.198619e+01
y_rep[125] 1.197078e+01 0.204477593 1.160819e+01 1.187934e+01
y_rep[126] 1.148247e+01 0.242104360 1.114014e+01 1.139063e+01
y_rep[127] 1.110723e+01 0.204357873 1.068313e+01 1.101923e+01
y_rep[128] 1.123532e+01 0.200876274 1.081827e+01 1.114425e+01
y_rep[129] 1.129432e+01 0.217941806 1.093845e+01 1.120534e+01
y_rep[130] 1.147515e+01 0.241590399 1.109214e+01 1.138480e+01
y_rep[131] 1.144136e+01 0.186643834 1.105230e+01 1.135071e+01
y_rep[132] 1.086284e+01 0.192971350 1.049771e+01 1.076767e+01
y_rep[133] 1.056099e+01 0.204230584 1.014650e+01 1.047170e+01
y_rep[134] 1.069151e+01 0.221644587 1.029395e+01 1.060626e+01
y_rep[135] 1.091620e+01 0.220645505 1.052170e+01 1.081588e+01
y_rep[136] 1.078441e+01 0.232139487 1.036614e+01 1.069245e+01
y_rep[137] 1.153467e+01 0.277714763 1.114202e+01 1.145420e+01
y_rep[138] 1.150558e+01 0.209498608 1.110979e+01 1.142624e+01
y_rep[139] 1.107234e+01 0.214920463 1.062977e+01 1.098729e+01
y_rep[140] 1.082105e+01 0.217078163 1.040509e+01 1.072852e+01
y_rep[141] 1.165150e+01 0.239620461 1.122000e+01 1.156529e+01
y_rep[142] 1.124870e+01 0.220834191 1.087036e+01 1.115441e+01
y_rep[143] 1.134537e+01 0.231307380 1.086775e+01 1.125869e+01
y_rep[144] 1.128883e+01 0.220430922 1.084131e+01 1.119653e+01
y_rep[145] 1.052849e+01 0.202175159 1.010605e+01 1.043898e+01
y_rep[146] 1.022845e+01 0.503007897 9.844100e+00 1.015870e+01
y_rep[147] 1.027166e+01 0.225275250 9.860109e+00 1.018168e+01
y_rep[148] 1.064501e+01 0.191740080 1.024590e+01 1.055489e+01
y_rep[149] 1.058773e+01 0.226531485 1.020375e+01 1.048750e+01
y_rep[150] 1.085001e+01 0.215474851 1.045670e+01 1.075926e+01
y_rep[151] 1.070085e+01 0.202298899 1.032754e+01 1.061395e+01
y_rep[152] 1.066043e+01 0.227014251 1.023266e+01 1.056907e+01
y_rep[153] 1.019525e+01 0.229916298 9.851456e+00 1.009932e+01
y_rep[154] 1.003690e+01 0.205336053 9.655592e+00 9.943355e+00
y_rep[155] 1.019699e+01 0.193105254 9.836734e+00 1.011175e+01
y_rep[156] 1.090690e+01 0.227178745 1.053626e+01 1.081023e+01
y_rep[157] 1.120487e+01 0.367454504 1.080172e+01 1.110075e+01
y_rep[158] 1.131152e+01 0.227436632 1.090357e+01 1.122549e+01
y_rep[159] 1.118400e+01 0.233582366 1.079981e+01 1.108449e+01
y_rep[160] 1.045524e+01 0.193653414 1.008682e+01 1.035830e+01
y_rep[161] 1.027928e+01 0.211990385 9.856284e+00 1.018936e+01
y_rep[162] 1.078747e+01 0.230933790 1.042461e+01 1.069002e+01
y_rep[163] 1.089685e+01 0.219533175 1.042223e+01 1.081253e+01
y_rep[164] 1.084232e+01 0.204491466 1.047339e+01 1.075255e+01
y_rep[165] 1.078925e+01 0.248179233 1.041275e+01 1.069998e+01
y_rep[166] 1.092164e+01 0.185189577 1.055115e+01 1.083435e+01
y_rep[167] 1.073090e+01 0.263689774 1.038804e+01 1.062713e+01
y_rep[168] 1.061855e+01 0.292203771 1.023948e+01 1.053632e+01
y_rep[169] 1.328218e+01 0.212800129 1.285623e+01 1.319198e+01
y_rep[170] 1.748922e+01 0.242282727 1.706161e+01 1.737030e+01
y_rep[171] 1.648469e+01 0.246346877 1.604353e+01 1.639797e+01
y_rep[172] 1.665495e+01 0.226497636 1.625562e+01 1.657037e+01
y_rep[173] 1.693858e+01 0.200453923 1.657856e+01 1.684383e+01
y_rep[174] 1.698925e+01 0.213129850 1.661430e+01 1.690099e+01
y_rep[175] 1.757951e+01 0.186643291 1.719146e+01 1.748698e+01
y_rep[176] 1.787578e+01 0.207273855 1.748361e+01 1.778621e+01
y_rep[177] 1.722918e+01 0.233539003 1.678831e+01 1.714186e+01
y_rep[178] 1.740053e+01 0.203434626 1.702452e+01 1.731299e+01
y_rep[179] 1.761703e+01 0.218327748 1.723754e+01 1.752658e+01
y_rep[180] 1.738026e+01 0.260082565 1.694898e+01 1.728050e+01
y_rep[181] 1.720168e+01 0.219175684 1.681232e+01 1.710473e+01
y_rep[182] 1.724915e+01 0.218453129 1.682398e+01 1.715302e+01
y_rep[183] 1.688048e+01 0.193263984 1.651875e+01 1.679345e+01
y_rep[184] 1.733817e+01 0.202712692 1.695152e+01 1.724344e+01
y_rep[185] 1.752548e+01 0.218199123 1.714706e+01 1.743011e+01
y_rep[186] 1.710669e+01 0.275269337 1.666100e+01 1.702067e+01
y_rep[187] 1.711939e+01 0.204974268 1.670176e+01 1.703270e+01
y_rep[188] 1.709288e+01 0.206759355 1.670577e+01 1.700420e+01
y_rep[189] 1.754924e+01 0.192152847 1.716766e+01 1.745458e+01
y_rep[190] 1.767626e+01 0.235838228 1.724273e+01 1.757972e+01
y_rep[191] 1.871078e+01 0.198823900 1.833942e+01 1.861591e+01
y_rep[192] 1.726573e+01 0.213722279 1.687724e+01 1.716300e+01
y_rep[193] 1.432755e+01 0.213608277 1.392802e+01 1.423855e+01
y_rep[194] 1.420858e+01 0.215181638 1.381159e+01 1.411238e+01
y_rep[195] 1.381613e+01 0.183074942 1.341059e+01 1.372785e+01
y_rep[196] 1.312550e+01 0.208114151 1.272908e+01 1.303815e+01
y_rep[197] 1.290990e+01 0.225153281 1.252365e+01 1.282417e+01
y_rep[198] 1.322805e+01 0.317294380 1.289023e+01 1.313154e+01
y_rep[199] 1.394775e+01 0.198612486 1.356391e+01 1.385638e+01
y_rep[200] 1.391819e+01 0.215952683 1.353084e+01 1.382390e+01
y_rep[201] 1.363357e+01 0.209323206 1.326210e+01 1.354203e+01
y_rep[202] 1.316337e+01 0.213447549 1.277693e+01 1.307154e+01
y_rep[203] 1.304414e+01 0.234556193 1.270569e+01 1.295041e+01
y_rep[204] 1.441985e+01 0.329619430 1.406419e+01 1.432638e+01
y_rep[205] 1.553698e+01 0.203474488 1.514219e+01 1.545380e+01
y_rep[206] 1.547761e+01 0.239457649 1.509238e+01 1.537797e+01
y_rep[207] 1.514925e+01 0.205068241 1.476001e+01 1.505288e+01
y_rep[208] 1.517018e+01 0.328236732 1.478505e+01 1.509250e+01
y_rep[209] 1.473793e+01 0.187971754 1.435402e+01 1.464422e+01
y_rep[210] 1.479558e+01 0.328015606 1.440851e+01 1.470938e+01
y_rep[211] 1.482717e+01 0.199929552 1.445648e+01 1.473078e+01
y_rep[212] 1.493012e+01 0.226913364 1.454971e+01 1.484140e+01
y_rep[213] 1.446651e+01 0.201912708 1.409566e+01 1.437175e+01
y_rep[214] 1.406879e+01 0.202383838 1.370815e+01 1.398284e+01
y_rep[215] 1.363467e+01 0.223819637 1.327046e+01 1.354246e+01
y_rep[216] 1.343834e+01 0.222425086 1.300010e+01 1.334883e+01
y_rep[217] 1.354847e+01 0.275627722 1.317581e+01 1.345348e+01
y_rep[218] 1.408433e+01 0.210483080 1.367182e+01 1.398949e+01
y_rep[219] 1.435569e+01 0.209435766 1.389343e+01 1.427084e+01
y_rep[220] 1.420130e+01 0.233335811 1.382827e+01 1.410245e+01
y_rep[221] 1.375833e+01 0.226226172 1.334680e+01 1.366039e+01
y_rep[222] 1.314709e+01 0.207379110 1.275516e+01 1.305426e+01
y_rep[223] 1.315770e+01 0.192837611 1.278682e+01 1.306317e+01
y_rep[224] 1.316666e+01 0.220486549 1.277763e+01 1.307910e+01
y_rep[225] 1.360955e+01 0.187133922 1.322556e+01 1.351670e+01
y_rep[226] 1.328953e+01 0.200233126 1.292568e+01 1.319633e+01
y_rep[227] 1.271569e+01 0.214373714 1.233213e+01 1.263102e+01
y_rep[228] 1.193758e+01 0.249187806 1.157367e+01 1.185493e+01
y_rep[229] 1.172661e+01 0.210542565 1.134602e+01 1.164237e+01
y_rep[230] 1.151144e+01 0.220248430 1.112183e+01 1.141559e+01
y_rep[231] 1.164402e+01 0.200807290 1.126195e+01 1.155599e+01
y_rep[232] 1.260633e+01 0.220644284 1.220815e+01 1.250705e+01
y_rep[233] 1.259439e+01 0.219508426 1.218026e+01 1.250822e+01
y_rep[234] 1.214822e+01 0.218107104 1.175964e+01 1.205002e+01
y_rep[235] 1.235678e+01 0.213350254 1.192906e+01 1.227308e+01
y_rep[236] 1.260088e+01 0.235290361 1.219955e+01 1.251482e+01
y_rep[237] 1.264673e+01 0.339465231 1.222417e+01 1.256170e+01
y_rep[238] 1.261198e+01 0.212819645 1.222225e+01 1.252407e+01
y_rep[239] 1.347504e+01 0.239552625 1.306713e+01 1.338702e+01
y_rep[240] 1.405069e+01 0.210889653 1.370394e+01 1.395872e+01
y_rep[241] 1.351827e+01 0.218396577 1.311154e+01 1.342744e+01
y_rep[242] 1.345316e+01 0.232126458 1.301232e+01 1.336075e+01
y_rep[243] 1.351698e+01 0.255118220 1.307881e+01 1.343542e+01
y_rep[244] 1.355343e+01 0.201280743 1.315809e+01 1.345994e+01
y_rep[245] 1.386218e+01 0.235353167 1.349107e+01 1.376643e+01
y_rep[246] 1.445363e+01 0.194337622 1.407610e+01 1.436207e+01
y_rep[247] 1.406248e+01 0.244722549 1.365666e+01 1.397029e+01
y_rep[248] 1.370089e+01 0.213669383 1.330486e+01 1.360931e+01
y_rep[249] 1.382681e+01 0.220658534 1.344142e+01 1.373791e+01
y_rep[250] 1.352312e+01 0.294990068 1.317010e+01 1.344156e+01
y_rep[251] 1.415557e+01 0.226404551 1.376655e+01 1.406509e+01
y_rep[252] 1.453310e+01 0.212796921 1.413288e+01 1.444711e+01
y_rep[253] 1.455883e+01 0.226312225 1.414728e+01 1.447068e+01
y_rep[254] 1.415284e+01 0.219528731 1.377027e+01 1.406234e+01
y_rep[255] 1.374806e+01 0.202369194 1.336658e+01 1.366296e+01
y_rep[256] 1.370744e+01 0.214064303 1.332367e+01 1.361354e+01
y_rep[257] 1.394397e+01 0.212237130 1.354978e+01 1.385078e+01
y_rep[258] 1.392664e+01 0.195119528 1.353876e+01 1.383696e+01
y_rep[259] 1.360658e+01 0.253423096 1.317372e+01 1.352405e+01
y_rep[260] 1.359926e+01 0.228858989 1.320984e+01 1.351576e+01
y_rep[261] 1.351874e+01 0.203388155 1.313404e+01 1.342435e+01
y_rep[262] 1.240714e+01 0.213720068 1.195790e+01 1.231378e+01
y_rep[263] 1.212067e+01 0.191914935 1.173148e+01 1.203666e+01
y_rep[264] 1.236996e+01 0.220196867 1.202608e+01 1.227598e+01
y_rep[265] 1.244960e+01 0.200385646 1.205589e+01 1.236105e+01
y_rep[266] 1.343836e+01 0.196156406 1.305436e+01 1.334827e+01
y_rep[267] 1.316003e+01 0.265948888 1.274792e+01 1.307354e+01
y_rep[268] 1.270433e+01 0.194506064 1.229649e+01 1.261237e+01
y_rep[269] 1.257962e+01 0.209128023 1.215685e+01 1.248761e+01
y_rep[270] 1.302321e+01 0.274101014 1.259027e+01 1.294125e+01
y_rep[271] 1.354203e+01 0.194171692 1.316414e+01 1.344294e+01
y_rep[272] 1.375096e+01 0.232167449 1.336572e+01 1.366937e+01
y_rep[273] 1.356297e+01 0.203219084 1.316559e+01 1.346614e+01
y_rep[274] 1.347729e+01 0.227426660 1.307460e+01 1.338558e+01
y_rep[275] 1.281955e+01 0.206605620 1.244514e+01 1.272275e+01
y_rep[276] 1.264970e+01 0.235924575 1.224526e+01 1.256636e+01
y_rep[277] 1.269891e+01 0.209670267 1.227665e+01 1.261054e+01
y_rep[278] 1.287183e+01 0.229014102 1.250439e+01 1.277290e+01
y_rep[279] 1.284995e+01 0.198375264 1.245889e+01 1.276251e+01
y_rep[280] 1.290771e+01 0.199150254 1.249787e+01 1.282358e+01
y_rep[281] 1.280743e+01 0.224764535 1.242190e+01 1.271840e+01
y_rep[282] 1.262391e+01 0.255543034 1.220234e+01 1.253142e+01
y_rep[283] 1.323635e+01 0.203642464 1.284612e+01 1.314802e+01
y_rep[284] 1.308119e+01 0.248085084 1.265111e+01 1.298531e+01
y_rep[285] 1.358144e+01 0.206128144 1.318821e+01 1.349415e+01
y_rep[286] 1.368510e+01 0.234125229 1.331394e+01 1.359785e+01
y_rep[287] 1.348130e+01 0.231294714 1.307531e+01 1.340179e+01
y_rep[288] 1.321127e+01 0.208214474 1.277349e+01 1.312106e+01
y_rep[289] 1.281006e+01 0.244597121 1.239523e+01 1.273172e+01
y_rep[290] 1.273240e+01 0.190959554 1.236491e+01 1.263578e+01
y_rep[291] 1.290173e+01 0.197221232 1.253648e+01 1.281562e+01
y_rep[292] 1.305047e+01 0.226643267 1.263990e+01 1.296645e+01
y_rep[293] 1.279721e+01 0.293498280 1.243790e+01 1.270959e+01
y_rep[294] 1.263234e+01 0.196248037 1.223824e+01 1.254611e+01
y_rep[295] 1.294820e+01 0.215729038 1.256471e+01 1.285636e+01
y_rep[296] 1.346804e+01 0.200669904 1.306695e+01 1.337802e+01
y_rep[297] 1.317179e+01 0.233159834 1.278004e+01 1.308234e+01
y_rep[298] 1.452032e+01 0.201433237 1.411615e+01 1.443524e+01
y_rep[299] 1.464247e+01 0.193590819 1.428366e+01 1.455720e+01
y_rep[300] 1.494514e+01 0.207929721 1.455468e+01 1.485253e+01
y_rep[301] 1.487239e+01 0.213644362 1.445773e+01 1.478856e+01
y_rep[302] 1.488846e+01 0.213949109 1.449109e+01 1.479681e+01
y_rep[303] 1.478760e+01 0.213470328 1.443582e+01 1.469133e+01
y_rep[304] 1.488609e+01 0.242211922 1.449458e+01 1.479065e+01
y_rep[305] 1.485954e+01 0.263323347 1.445264e+01 1.477354e+01
y_rep[306] 1.461952e+01 0.199283643 1.419797e+01 1.452691e+01
y_rep[307] 1.464712e+01 0.270160480 1.424819e+01 1.454623e+01
y_rep[308] 1.460676e+01 0.256865527 1.419009e+01 1.452230e+01
y_rep[309] 1.555903e+01 0.197394793 1.518088e+01 1.546517e+01
y_rep[310] 1.600741e+01 0.212050741 1.558179e+01 1.592086e+01
y_rep[311] 1.576665e+01 0.175297367 1.543420e+01 1.568050e+01
y_rep[312] 1.570838e+01 0.294017102 1.529960e+01 1.561069e+01
y_rep[313] 1.586748e+01 0.195334522 1.549471e+01 1.578121e+01
y_rep[314] 1.568642e+01 0.198042109 1.528662e+01 1.559702e+01
y_rep[315] 1.535236e+01 0.207376139 1.495373e+01 1.525850e+01
y_rep[316] 1.521973e+01 0.192536557 1.483954e+01 1.512953e+01
y_rep[317] 1.490486e+01 0.205663897 1.450287e+01 1.481838e+01
y_rep[318] 1.470806e+01 0.239702576 1.434415e+01 1.462501e+01
y_rep[319] 1.482593e+01 0.199481684 1.446686e+01 1.473445e+01
y_rep[320] 1.405470e+01 0.396221096 1.365215e+01 1.398028e+01
y_rep[321] 1.314209e+01 0.233957292 1.275053e+01 1.305221e+01
y_rep[322] 1.308295e+01 0.206614287 1.269877e+01 1.299729e+01
y_rep[323] 1.259127e+01 0.443428848 1.217415e+01 1.249431e+01
y_rep[324] 1.282753e+01 0.219142811 1.243277e+01 1.273771e+01
y_rep[325] 1.311547e+01 0.494112968 1.272799e+01 1.303608e+01
y_rep[326] 1.324363e+01 0.186285177 1.289403e+01 1.315198e+01
y_rep[327] 1.357274e+01 0.206164321 1.319978e+01 1.348750e+01
y_rep[328] 1.349074e+01 0.217919106 1.310049e+01 1.340152e+01
y_rep[329] 1.351343e+01 0.209935495 1.315774e+01 1.342557e+01
y_rep[330] 1.355014e+01 0.205252998 1.320330e+01 1.346165e+01
y_rep[331] 1.357949e+01 0.238644459 1.318880e+01 1.348757e+01
y_rep[332] 1.289935e+01 0.211329304 1.251605e+01 1.280948e+01
y_rep[333] 1.346532e+01 0.273544999 1.305403e+01 1.337764e+01
y_rep[334] 1.361064e+01 0.238589825 1.320312e+01 1.351852e+01
y_rep[335] 1.340271e+01 0.234166230 1.301777e+01 1.331742e+01
y_rep[336] 1.321210e+01 0.235817319 1.282370e+01 1.312023e+01
y_rep[337] 1.317725e+01 0.201203829 1.279791e+01 1.309051e+01
y_rep[338] 1.370065e+01 0.255345140 1.327876e+01 1.361008e+01
y_rep[339] 1.387149e+01 0.197366057 1.346834e+01 1.378261e+01
y_rep[340] 1.415626e+01 0.250726463 1.375265e+01 1.405618e+01
y_rep[341] 1.382175e+01 0.194888285 1.344116e+01 1.373798e+01
y_rep[342] 1.394699e+01 0.222135408 1.356219e+01 1.385523e+01
y_rep[343] 1.422126e+01 0.203087184 1.382135e+01 1.413191e+01
y_rep[344] 1.403773e+01 0.220231867 1.363356e+01 1.394982e+01
y_rep[345] 1.425557e+01 0.228044558 1.381472e+01 1.416728e+01
y_rep[346] 1.451856e+01 0.198678140 1.412551e+01 1.442879e+01
y_rep[347] 1.405003e+01 0.187366277 1.365939e+01 1.396705e+01
y_rep[348] 1.399421e+01 0.236074454 1.360207e+01 1.389711e+01
y_rep[349] 1.380529e+01 0.203687571 1.340559e+01 1.371653e+01
y_rep[350] 1.389183e+01 0.175171309 1.354341e+01 1.380719e+01
y_rep[351] 1.398076e+01 0.201177645 1.353975e+01 1.389445e+01
y_rep[352] 1.444800e+01 0.208094916 1.404917e+01 1.436168e+01
y_rep[353] 1.447297e+01 0.201617982 1.408311e+01 1.438168e+01
y_rep[354] 1.533382e+01 0.194038171 1.495752e+01 1.524959e+01
y_rep[355] 1.535400e+01 0.221309818 1.495566e+01 1.526360e+01
y_rep[356] 1.539174e+01 0.271576389 1.498880e+01 1.529813e+01
y_rep[357] 1.734334e+01 0.209177642 1.698874e+01 1.724383e+01
y_rep[358] 1.906699e+01 0.223789358 1.862436e+01 1.897833e+01
y_rep[359] 1.820602e+01 0.238705697 1.780974e+01 1.811064e+01
y_rep[360] 1.904023e+01 0.201968923 1.866622e+01 1.894904e+01
y_rep[361] 1.897414e+01 0.243658982 1.859682e+01 1.887570e+01
y_rep[362] 1.910478e+01 0.206758173 1.870610e+01 1.901187e+01
y_rep[363] 2.008346e+01 0.196033032 1.971788e+01 1.999252e+01
y_rep[364] 2.046470e+01 0.256484816 2.005665e+01 2.038169e+01
y_rep[365] 2.007182e+01 0.214702021 1.968847e+01 1.998144e+01
y_rep[366] 2.031020e+01 0.196540737 1.991837e+01 2.022263e+01
y_rep[367] 2.104552e+01 0.195863964 2.070267e+01 2.095849e+01
y_rep[368] 2.094125e+01 0.192506345 2.055578e+01 2.085289e+01
y_rep[369] 2.142392e+01 0.203860860 2.102061e+01 2.133841e+01
y_rep[370] 2.182317e+01 0.214520400 2.144393e+01 2.172650e+01
y_rep[371] 2.137058e+01 0.211099182 2.099067e+01 2.128115e+01
y_rep[372] 2.195610e+01 0.207908039 2.151044e+01 2.187216e+01
y_rep[373] 2.219555e+01 0.197017828 2.185960e+01 2.210275e+01
y_rep[374] 2.192177e+01 0.231760582 2.154442e+01 2.183363e+01
y_rep[375] 2.196275e+01 0.213835993 2.155235e+01 2.186630e+01
y_rep[376] 2.206276e+01 0.239320955 2.164974e+01 2.197392e+01
y_rep[377] 2.194703e+01 0.252662523 2.157957e+01 2.185100e+01
y_rep[378] 2.190007e+01 0.208648616 2.152068e+01 2.180698e+01
y_rep[379] 2.157703e+01 0.262556661 2.118052e+01 2.148429e+01
y_rep[380] 1.953199e+01 0.248137465 1.911991e+01 1.944358e+01
y_rep[381] 1.995891e+01 0.207124151 1.957114e+01 1.986629e+01
y_rep[382] 2.065762e+01 0.199705781 2.028312e+01 2.056371e+01
y_rep[383] 2.031798e+01 0.190449752 1.998539e+01 2.022182e+01
y_rep[384] 2.000811e+01 0.232337168 1.961605e+01 1.991261e+01
y_rep[385] 1.980155e+01 0.219264374 1.940187e+01 1.970435e+01
y_rep[386] 1.934868e+01 0.348869178 1.899968e+01 1.926793e+01
y_rep[387] 1.985707e+01 0.223921076 1.942488e+01 1.976221e+01
y_rep[388] 2.034627e+01 0.267175606 1.993364e+01 2.024582e+01
y_rep[389] 2.001816e+01 0.189899157 1.961350e+01 1.993204e+01
y_rep[390] 1.946622e+01 0.288189636 1.910541e+01 1.937441e+01
y_rep[391] 1.928690e+01 0.232984757 1.887925e+01 1.919163e+01
y_rep[392] 1.861626e+01 0.403703609 1.820959e+01 1.850868e+01
y_rep[393] 1.893105e+01 0.321214267 1.855722e+01 1.883203e+01
y_rep[394] 1.893899e+01 0.231389852 1.854382e+01 1.885179e+01
y_rep[395] 1.859516e+01 0.218974131 1.819488e+01 1.850100e+01
y_rep[396] 1.810045e+01 0.216583624 1.769970e+01 1.801380e+01
y_rep[397] 1.803678e+01 0.246258936 1.760473e+01 1.793616e+01
y_rep[398] 1.803927e+01 0.217133172 1.761379e+01 1.794696e+01
y_rep[399] 1.790579e+01 0.219651136 1.748317e+01 1.780749e+01
y_rep[400] 1.750660e+01 0.233950649 1.711117e+01 1.741396e+01
y_rep[401] 1.769206e+01 0.216985770 1.734482e+01 1.759884e+01
y_rep[402] 1.757625e+01 0.201759627 1.717422e+01 1.748688e+01
y_rep[403] 1.726889e+01 0.238998355 1.685450e+01 1.717927e+01
y_rep[404] 1.675731e+01 0.272367827 1.631822e+01 1.665944e+01
y_rep[405] 1.596567e+01 0.214075093 1.560606e+01 1.586963e+01
y_rep[406] 1.609290e+01 0.338736877 1.569353e+01 1.599310e+01
y_rep[407] 1.639714e+01 0.231615654 1.600828e+01 1.630557e+01
y_rep[408] 1.620918e+01 0.212540528 1.582094e+01 1.613050e+01
y_rep[409] 1.595361e+01 0.211010835 1.557759e+01 1.586379e+01
y_rep[410] 1.537155e+01 0.246877645 1.496252e+01 1.528132e+01
y_rep[411] 1.515331e+01 0.197416027 1.477157e+01 1.506179e+01
y_rep[412] 1.533149e+01 0.209853559 1.493135e+01 1.523413e+01
y_rep[413] 1.532712e+01 0.217290953 1.495764e+01 1.522801e+01
y_rep[414] 1.502058e+01 0.209608749 1.463203e+01 1.493708e+01
y_rep[415] 1.496734e+01 0.209214883 1.457813e+01 1.487880e+01
y_rep[416] 1.512062e+01 0.209563505 1.470487e+01 1.503034e+01
y_rep[417] 1.481669e+01 0.244504566 1.439073e+01 1.473512e+01
y_rep[418] 1.506916e+01 0.195082414 1.464936e+01 1.497777e+01
y_rep[419] 1.606150e+01 0.231819725 1.564595e+01 1.597430e+01
y_rep[420] 1.586501e+01 0.212364012 1.547818e+01 1.576802e+01
y_rep[421] 1.565280e+01 0.199372251 1.528552e+01 1.556861e+01
y_rep[422] 1.528377e+01 0.326824221 1.482968e+01 1.519086e+01
y_rep[423] 1.492491e+01 0.196471008 1.450409e+01 1.483628e+01
y_rep[424] 1.542956e+01 0.214821069 1.504998e+01 1.534443e+01
y_rep[425] 1.590920e+01 0.354020072 1.549434e+01 1.580725e+01
y_rep[426] 1.589033e+01 0.205908499 1.552093e+01 1.579989e+01
y_rep[427] 1.590906e+01 0.209495056 1.554453e+01 1.581227e+01
y_rep[428] 1.603125e+01 0.243821944 1.561562e+01 1.593785e+01
y_rep[429] 1.570573e+01 0.342598406 1.530208e+01 1.561860e+01
y_rep[430] 1.579149e+01 0.209129885 1.539163e+01 1.570209e+01
y_rep[431] 1.613254e+01 0.222269207 1.577155e+01 1.603111e+01
y_rep[432] 1.592082e+01 0.193015807 1.556263e+01 1.582916e+01
y_rep[433] 1.618712e+01 0.216856078 1.582161e+01 1.609766e+01
y_rep[434] 1.647046e+01 0.197569831 1.606290e+01 1.638111e+01
y_rep[435] 1.618205e+01 0.213207258 1.579168e+01 1.608945e+01
y_rep[436] 1.591112e+01 0.234451210 1.546502e+01 1.581748e+01
y_rep[437] 1.630121e+01 0.210059373 1.591304e+01 1.621203e+01
y_rep[438] 1.591513e+01 0.239088430 1.546420e+01 1.581788e+01
y_rep[439] 1.571228e+01 0.213187059 1.526833e+01 1.562351e+01
y_rep[440] 1.576123e+01 0.209931319 1.535431e+01 1.567405e+01
y_rep[441] 1.562809e+01 0.207341455 1.523134e+01 1.553966e+01
y_rep[442] 1.528315e+01 0.219990729 1.483376e+01 1.520168e+01
y_rep[443] 1.550247e+01 0.239847885 1.512296e+01 1.541084e+01
y_rep[444] 1.517794e+01 0.212664594 1.481791e+01 1.508761e+01
y_rep[445] 1.511568e+01 0.240609519 1.469320e+01 1.502997e+01
y_rep[446] 1.572204e+01 0.207403193 1.532602e+01 1.563480e+01
y_rep[447] 1.567289e+01 0.208574437 1.521058e+01 1.558166e+01
y_rep[448] 1.470652e+01 0.254596418 1.427247e+01 1.461574e+01
y_rep[449] 1.486848e+01 0.255246574 1.445987e+01 1.478695e+01
y_rep[450] 1.467330e+01 0.192020041 1.424532e+01 1.457949e+01
y_rep[451] 1.444405e+01 0.197856929 1.402474e+01 1.435212e+01
y_rep[452] 1.434979e+01 0.273820868 1.394137e+01 1.425723e+01
y_rep[453] 1.399309e+01 0.231596135 1.360749e+01 1.390185e+01
y_rep[454] 1.362907e+01 0.190239884 1.325350e+01 1.354251e+01
y_rep[455] 1.484596e+01 0.233141857 1.446788e+01 1.474915e+01
y_rep[456] 1.488844e+01 0.205524275 1.449867e+01 1.478768e+01
y_rep[457] 1.473422e+01 0.198763046 1.437325e+01 1.463477e+01
y_rep[458] 1.486548e+01 0.214890947 1.446425e+01 1.477583e+01
y_rep[459] 1.493726e+01 0.265742793 1.453198e+01 1.484447e+01
y_rep[460] 1.444388e+01 0.277121747 1.407056e+01 1.435599e+01
y_rep[461] 1.480824e+01 0.221303235 1.437297e+01 1.471281e+01
y_rep[462] 1.457601e+01 0.193389130 1.422147e+01 1.448321e+01
y_rep[463] 1.413641e+01 0.201880050 1.376457e+01 1.404733e+01
y_rep[464] 1.413821e+01 0.225721764 1.378974e+01 1.404215e+01
y_rep[465] 1.383554e+01 0.205856350 1.341140e+01 1.374506e+01
y_rep[466] 1.384816e+01 0.218445830 1.341437e+01 1.376118e+01
y_rep[467] 1.542335e+01 0.216674377 1.509539e+01 1.532419e+01
y_rep[468] 1.507260e+01 0.251468452 1.474471e+01 1.497507e+01
y_rep[469] 1.524000e+01 0.189885101 1.488616e+01 1.515143e+01
y_rep[470] 1.568899e+01 0.205907832 1.528351e+01 1.560014e+01
y_rep[471] 1.596182e+01 0.216084098 1.550557e+01 1.588393e+01
y_rep[472] 1.561765e+01 0.201297128 1.521242e+01 1.553187e+01
y_rep[473] 1.908545e+01 0.197705420 1.865501e+01 1.900681e+01
y_rep[474] 2.214130e+01 0.201618076 2.177534e+01 2.204610e+01
y_rep[475] 2.178948e+01 0.199031858 2.140289e+01 2.170015e+01
y_rep[476] 2.182895e+01 0.200216279 2.143690e+01 2.173709e+01
y_rep[477] 2.157326e+01 0.218600140 2.116822e+01 2.147948e+01
y_rep[478] 2.060278e+01 0.193484955 2.019969e+01 2.051320e+01
y_rep[479] 2.144448e+01 0.202675679 2.106025e+01 2.135664e+01
y_rep[480] 2.124619e+01 0.217157475 2.084816e+01 2.115314e+01
y_rep[481] 2.108257e+01 0.237637312 2.064694e+01 2.099676e+01
y_rep[482] 2.101818e+01 0.203731752 2.064304e+01 2.093250e+01
y_rep[483] 2.128044e+01 0.222976775 2.088188e+01 2.118694e+01
y_rep[484] 2.132636e+01 0.213883741 2.096103e+01 2.123097e+01
y_rep[485] 2.160058e+01 0.205734131 2.121234e+01 2.150372e+01
y_rep[486] 2.179098e+01 0.190356124 2.136194e+01 2.170516e+01
y_rep[487] 2.142028e+01 0.218709319 2.099319e+01 2.133049e+01
y_rep[488] 2.239049e+01 0.206407059 2.198430e+01 2.229782e+01
y_rep[489] 2.215513e+01 0.255439730 2.173602e+01 2.207428e+01
y_rep[490] 2.145597e+01 0.235984839 2.106350e+01 2.137075e+01
y_rep[491] 2.149801e+01 0.220103523 2.108081e+01 2.140553e+01
y_rep[492] 2.119573e+01 0.213021362 2.075863e+01 2.110744e+01
y_rep[493] 2.075594e+01 0.232421628 2.035626e+01 2.066642e+01
y_rep[494] 2.114295e+01 0.205673153 2.074273e+01 2.104455e+01
y_rep[495] 2.098007e+01 0.215387151 2.059383e+01 2.089158e+01
y_rep[496] 1.907219e+01 0.226476885 1.868647e+01 1.897773e+01
y_rep[497] 1.584633e+01 0.231904620 1.543150e+01 1.574961e+01
y_rep[498] 1.643962e+01 0.200128899 1.602123e+01 1.633888e+01
y_rep[499] 1.663795e+01 0.198523317 1.628576e+01 1.654935e+01
y_rep[500] 1.570395e+01 0.217883307 1.532292e+01 1.561461e+01
y_rep[501] 1.584885e+01 0.202335709 1.544738e+01 1.576200e+01
y_rep[502] 1.543419e+01 0.202111911 1.504949e+01 1.534220e+01
y_rep[503] 1.562826e+01 0.215350457 1.518699e+01 1.553789e+01
y_rep[504] 1.565342e+01 0.210099130 1.520917e+01 1.556364e+01
y_rep[505] 1.526471e+01 0.209478293 1.482277e+01 1.517492e+01
y_rep[506] 1.495650e+01 0.203631345 1.458602e+01 1.485991e+01
y_rep[507] 1.478517e+01 0.208479794 1.440879e+01 1.468943e+01
y_rep[508] 1.419793e+01 0.215745777 1.379632e+01 1.410664e+01
y_rep[509] 1.448873e+01 0.214974092 1.412632e+01 1.438995e+01
y_rep[510] 1.414350e+01 0.210760012 1.374822e+01 1.404839e+01
y_rep[511] 1.357427e+01 0.244290462 1.321242e+01 1.347811e+01
y_rep[512] 1.370029e+01 0.200288585 1.330224e+01 1.361012e+01
y_rep[513] 1.326889e+01 0.227512735 1.283902e+01 1.318250e+01
y_rep[514] 1.284724e+01 0.219382191 1.247605e+01 1.275099e+01
y_rep[515] 1.288507e+01 0.221782052 1.249863e+01 1.278681e+01
y_rep[516] 1.319895e+01 0.203802954 1.281608e+01 1.311373e+01
y_rep[517] 1.280881e+01 0.194893657 1.242771e+01 1.271586e+01
y_rep[518] 1.302006e+01 0.208289987 1.262313e+01 1.293403e+01
y_rep[519] 1.297934e+01 0.204037731 1.258074e+01 1.288927e+01
y_rep[520] 1.238407e+01 0.202678381 1.199805e+01 1.229224e+01
y_rep[521] 1.270193e+01 0.257559475 1.229869e+01 1.261065e+01
y_rep[522] 1.256237e+01 0.215882988 1.214810e+01 1.247071e+01
y_rep[523] 1.234456e+01 0.269151744 1.195195e+01 1.225771e+01
y_rep[524] 1.218543e+01 0.254058454 1.175417e+01 1.209827e+01
y_rep[525] 1.228912e+01 0.224958716 1.192418e+01 1.219862e+01
y_rep[526] 1.179762e+01 0.201955206 1.141974e+01 1.170906e+01
y_rep[527] 1.173382e+01 0.229327738 1.136604e+01 1.163992e+01
y_rep[528] 1.224357e+01 0.233818822 1.180973e+01 1.215234e+01
y_rep[529] 1.199739e+01 0.201297151 1.159409e+01 1.190808e+01
y_rep[530] 1.228576e+01 0.212519829 1.188770e+01 1.220252e+01
y_rep[531] 1.210803e+01 0.200294293 1.174351e+01 1.202148e+01
y_rep[532] 1.145168e+01 0.183995862 1.106786e+01 1.136144e+01
y_rep[533] 1.171390e+01 0.192193778 1.134028e+01 1.162491e+01
y_rep[534] 1.188269e+01 0.200586956 1.151577e+01 1.179735e+01
y_rep[535] 1.167328e+01 0.235873700 1.127966e+01 1.158259e+01
y_rep[536] 1.266089e+01 0.203947847 1.229732e+01 1.256389e+01
y_rep[537] 1.225839e+01 0.263053511 1.187308e+01 1.216462e+01
y_rep[538] 1.183999e+01 0.216372692 1.148132e+01 1.174140e+01
y_rep[539] 1.186415e+01 0.220892927 1.147315e+01 1.177692e+01
y_rep[540] 1.156080e+01 0.206364016 1.120435e+01 1.146802e+01
y_rep[541] 1.149289e+01 0.219733981 1.103120e+01 1.140261e+01
y_rep[542] 1.158403e+01 0.201381013 1.120808e+01 1.149570e+01
y_rep[543] 1.134011e+01 0.187997738 1.099083e+01 1.124997e+01
y_rep[544] 1.113239e+01 0.212196293 1.072515e+01 1.104773e+01
y_rep[545] 1.170323e+01 0.201284386 1.131050e+01 1.161303e+01
y_rep[546] 1.131825e+01 0.192845463 1.093700e+01 1.122715e+01
y_rep[547] 1.137784e+01 0.220852301 1.100680e+01 1.128511e+01
y_rep[548] 1.129649e+01 0.380755414 1.085188e+01 1.120493e+01
y_rep[549] 1.162092e+01 0.246754080 1.120202e+01 1.152296e+01
y_rep[550] 1.154563e+01 0.214036716 1.113311e+01 1.145502e+01
y_rep[551] 1.125727e+01 0.234431921 1.087543e+01 1.116426e+01
y_rep[552] 1.098885e+01 0.335110460 1.058092e+01 1.090614e+01
y_rep[553] 1.084942e+01 0.184715084 1.048557e+01 1.076064e+01
y_rep[554] 1.103403e+01 0.193596612 1.061027e+01 1.094643e+01
y_rep[555] 1.098166e+01 0.249059402 1.058439e+01 1.088499e+01
y_rep[556] 1.043172e+01 0.289791846 1.004450e+01 1.033938e+01
y_rep[557] 1.024285e+01 0.286050120 9.829073e+00 1.015294e+01
y_rep[558] 1.032493e+01 0.215011164 9.907247e+00 1.024334e+01
y_rep[559] 1.006287e+01 0.206294199 9.701527e+00 9.973658e+00
y_rep[560] 1.325462e+01 0.220906125 1.287682e+01 1.316287e+01
y_rep[561] 1.279764e+01 0.204899116 1.239284e+01 1.271601e+01
y_rep[562] 1.264743e+01 0.313084495 1.224286e+01 1.255963e+01
y_rep[563] 1.300106e+01 0.216838707 1.260467e+01 1.290951e+01
y_rep[564] 1.346337e+01 0.220212765 1.300721e+01 1.337631e+01
y_rep[565] 1.296438e+01 0.280158174 1.254396e+01 1.287781e+01
y_rep[566] 1.318706e+01 0.246447138 1.272426e+01 1.310616e+01
y_rep[567] 1.291424e+01 0.202905786 1.251794e+01 1.282605e+01
y_rep[568] 1.251830e+01 0.196861787 1.213220e+01 1.242505e+01
y_rep[569] 1.286021e+01 0.242300028 1.242051e+01 1.277053e+01
y_rep[570] 1.271849e+01 0.251466723 1.230422e+01 1.262464e+01
y_rep[571] 1.267943e+01 0.228469713 1.227307e+01 1.259073e+01
y_rep[572] 1.230881e+01 0.198075252 1.189158e+01 1.222932e+01
y_rep[573] 1.236376e+01 0.213156425 1.196118e+01 1.227112e+01
y_rep[574] 1.210386e+01 0.189050170 1.168610e+01 1.201475e+01
y_rep[575] 1.232415e+01 0.215912332 1.193717e+01 1.223599e+01
y_rep[576] 1.205791e+01 0.221819441 1.165393e+01 1.197062e+01
y_rep[577] 1.197697e+01 0.221315096 1.161610e+01 1.188571e+01
y_rep[578] 1.234116e+01 0.225152980 1.193340e+01 1.225633e+01
y_rep[579] 1.234794e+01 0.218480106 1.196833e+01 1.225060e+01
y_rep[580] 1.203630e+01 0.201536731 1.166716e+01 1.195100e+01
y_rep[581] 1.213527e+01 0.197036312 1.175092e+01 1.203994e+01
y_rep[582] 1.217232e+01 0.214817584 1.180524e+01 1.208758e+01
y_rep[583] 1.102062e+01 0.219161643 1.064031e+01 1.092884e+01
y_rep[584] 1.105997e+01 0.201880353 1.066210e+01 1.097555e+01
y_rep[585] 1.084586e+01 0.190201130 1.045795e+01 1.076029e+01
y_rep[586] 1.047141e+01 0.216501257 1.005018e+01 1.038206e+01
y_rep[587] 1.060498e+01 0.214519141 1.021623e+01 1.051042e+01
y_rep[588] 1.123589e+01 0.197928233 1.086181e+01 1.114498e+01
y_rep[589] 1.127378e+01 0.308804678 1.090338e+01 1.117967e+01
y_rep[590] 1.154321e+01 0.192720344 1.117078e+01 1.144763e+01
y_rep[591] 1.159931e+01 0.205938778 1.119153e+01 1.151265e+01
y_rep[592] 1.769533e+01 0.248766619 1.718805e+01 1.756055e+01
y_rep[593] 1.865576e+01 0.225651179 1.821539e+01 1.857231e+01
y_rep[594] 1.919896e+01 0.196577944 1.880361e+01 1.910296e+01
y_rep[595] 1.858335e+01 0.207221446 1.820338e+01 1.849021e+01
y_rep[596] 1.907694e+01 0.222764800 1.867896e+01 1.898639e+01
y_rep[597] 1.943097e+01 0.238312692 1.906155e+01 1.933984e+01
y_rep[598] 1.929137e+01 0.202743899 1.890254e+01 1.920138e+01
y_rep[599] 1.959834e+01 0.190465624 1.924817e+01 1.950361e+01
y_rep[600] 1.939017e+01 0.208439506 1.904093e+01 1.929086e+01
y_rep[601] 1.947623e+01 0.200196175 1.911677e+01 1.938626e+01
y_rep[602] 1.958453e+01 0.215055665 1.919499e+01 1.949803e+01
y_rep[603] 2.043640e+01 0.200967216 2.002073e+01 2.034453e+01
y_rep[604] 2.019990e+01 0.214789897 1.982389e+01 2.010305e+01
y_rep[605] 2.001139e+01 0.204044259 1.964687e+01 1.991598e+01
y_rep[606] 2.035751e+01 0.213800277 1.990019e+01 2.027600e+01
y_rep[607] 2.040332e+01 0.262929700 1.998571e+01 2.031019e+01
y_rep[608] 2.044008e+01 0.217459421 2.008323e+01 2.034240e+01
y_rep[609] 2.072015e+01 0.207062843 2.034619e+01 2.062805e+01
y_rep[610] 2.038426e+01 0.197562218 1.997913e+01 2.029706e+01
y_rep[611] 2.072569e+01 0.190748065 2.037140e+01 2.063302e+01
y_rep[612] 2.042135e+01 0.193647945 2.000081e+01 2.033286e+01
y_rep[613] 2.009960e+01 0.206332061 1.967512e+01 2.000905e+01
y_rep[614] 1.824406e+01 0.226026348 1.784110e+01 1.814986e+01
y_rep[615] 1.640639e+01 0.217326356 1.602773e+01 1.631472e+01
y_rep[616] 1.541867e+01 0.220618535 1.497359e+01 1.533113e+01
y_rep[617] 1.567354e+01 0.199271979 1.528305e+01 1.558571e+01
y_rep[618] 1.521444e+01 0.192710703 1.484856e+01 1.511243e+01
y_rep[619] 1.465520e+01 0.222480072 1.425157e+01 1.456863e+01
y_rep[620] 1.465331e+01 0.251680695 1.418130e+01 1.454982e+01
y_rep[621] 1.473659e+01 0.231968072 1.429071e+01 1.465433e+01
y_rep[622] 1.524909e+01 0.358240247 1.483644e+01 1.516588e+01
y_rep[623] 1.541129e+01 0.207188302 1.502001e+01 1.533035e+01
y_rep[624] 1.513567e+01 0.216030964 1.475494e+01 1.503982e+01
y_rep[625] 1.509056e+01 0.198460417 1.467935e+01 1.500486e+01
y_rep[626] 1.453219e+01 0.203574425 1.415775e+01 1.444254e+01
y_rep[627] 1.439189e+01 0.195216729 1.401394e+01 1.430841e+01
y_rep[628] 1.410254e+01 0.344923244 1.370080e+01 1.400101e+01
y_rep[629] 1.380394e+01 0.196015638 1.342677e+01 1.371395e+01
y_rep[630] 1.377902e+01 0.238505303 1.343197e+01 1.367606e+01
y_rep[631] 1.335309e+01 0.207249597 1.295302e+01 1.326109e+01
y_rep[632] 1.339293e+01 0.265563629 1.301825e+01 1.330367e+01
y_rep[633] 1.343150e+01 0.218484294 1.302293e+01 1.334593e+01
y_rep[634] 1.323790e+01 0.190183319 1.286307e+01 1.315104e+01
y_rep[635] 1.276249e+01 0.248017575 1.238047e+01 1.267590e+01
y_rep[636] 1.268236e+01 0.232743841 1.226091e+01 1.260372e+01
y_rep[637] 1.225823e+01 0.236242921 1.189373e+01 1.216641e+01
y_rep[638] 1.275798e+01 0.211639766 1.238135e+01 1.265658e+01
y_rep[639] 1.298121e+01 0.186620863 1.261431e+01 1.288587e+01
y_rep[640] 1.278719e+01 0.213041675 1.244297e+01 1.270398e+01
y_rep[641] 1.257400e+01 0.212199548 1.218621e+01 1.248745e+01
y_rep[642] 1.280695e+01 0.214549696 1.244726e+01 1.271871e+01
y_rep[643] 1.250817e+01 0.219762636 1.210891e+01 1.242240e+01
y_rep[644] 1.233445e+01 0.193703016 1.195707e+01 1.225234e+01
y_rep[645] 1.234090e+01 0.233809198 1.195214e+01 1.224232e+01
y_rep[646] 1.193733e+01 0.222001087 1.153840e+01 1.184789e+01
y_rep[647] 1.194975e+01 0.215654895 1.153677e+01 1.185757e+01
y_rep[648] 1.204019e+01 0.236812648 1.158825e+01 1.195585e+01
y_rep[649] 1.237927e+01 0.224836391 1.200262e+01 1.229426e+01
y_rep[650] 1.242720e+01 0.193514982 1.206168e+01 1.233674e+01
y_rep[651] 1.253501e+01 0.243952807 1.211759e+01 1.243577e+01
y_rep[652] 1.246564e+01 0.379259038 1.208729e+01 1.236995e+01
y_rep[653] 1.247656e+01 0.206647739 1.208509e+01 1.238763e+01
y_rep[654] 1.251300e+01 0.362944377 1.213741e+01 1.241229e+01
y_rep[655] 1.253531e+01 0.232100144 1.215492e+01 1.243864e+01
y_rep[656] 1.249102e+01 0.234143861 1.212846e+01 1.240191e+01
y_rep[657] 1.251632e+01 0.235813411 1.209358e+01 1.242553e+01
y_rep[658] 1.252995e+01 0.241873462 1.212320e+01 1.244086e+01
y_rep[659] 1.256656e+01 0.241918672 1.214699e+01 1.247477e+01
y_rep[660] 1.235298e+01 0.217041178 1.190651e+01 1.226700e+01
y_rep[661] 1.200088e+01 0.212606708 1.161443e+01 1.191261e+01
y_rep[662] 1.212494e+01 0.239587234 1.170070e+01 1.203566e+01
y_rep[663] 1.211678e+01 0.189416327 1.173833e+01 1.202382e+01
y_rep[664] 1.243658e+01 0.219386351 1.205051e+01 1.233840e+01
y_rep[665] 1.273292e+01 0.318724311 1.236815e+01 1.263901e+01
y_rep[666] 1.220966e+01 0.222246670 1.182701e+01 1.211653e+01
y_rep[667] 1.242444e+01 0.232888155 1.202649e+01 1.233330e+01
y_rep[668] 1.205858e+01 0.206039867 1.170671e+01 1.195780e+01
y_rep[669] 1.187810e+01 0.202716494 1.149960e+01 1.179211e+01
y_rep[670] 1.208505e+01 0.264227095 1.167005e+01 1.198471e+01
y_rep[671] 1.237956e+01 0.227705033 1.199450e+01 1.228612e+01
y_rep[672] 1.213880e+01 0.247714120 1.172959e+01 1.204974e+01
y_rep[673] 1.186362e+01 0.195511481 1.146616e+01 1.177386e+01
y_rep[674] 1.191782e+01 0.196096547 1.155720e+01 1.182981e+01
y_rep[675] 1.177478e+01 0.189006076 1.140616e+01 1.168618e+01
y_rep[676] 1.191324e+01 0.182786768 1.157823e+01 1.182413e+01
y_rep[677] 1.206976e+01 0.201771249 1.170467e+01 1.198329e+01
y_rep[678] 1.153210e+01 0.228093699 1.113684e+01 1.143840e+01
y_rep[679] 1.151072e+01 0.248046791 1.114821e+01 1.141902e+01
y_rep[680] 1.111223e+01 0.225385394 1.072808e+01 1.101678e+01
y_rep[681] 1.090462e+01 0.203528905 1.052512e+01 1.080959e+01
y_rep[682] 1.124101e+01 0.245993366 1.084761e+01 1.115077e+01
y_rep[683] 1.151564e+01 0.246167483 1.108043e+01 1.141999e+01
y_rep[684] 1.125645e+01 0.208654255 1.084220e+01 1.116788e+01
y_rep[685] 1.103790e+01 0.218756716 1.063301e+01 1.093981e+01
y_rep[686] 1.088620e+01 0.233972360 1.047890e+01 1.078472e+01
y_rep[687] 1.060525e+01 0.240750801 1.016730e+01 1.051769e+01
y_rep[688] 1.096297e+01 0.199345637 1.056682e+01 1.086618e+01
y_rep[689] 1.076920e+01 0.205793250 1.041003e+01 1.068340e+01
y_rep[690] 1.089941e+01 0.217952140 1.048954e+01 1.081749e+01
y_rep[691] 1.089868e+01 0.210125942 1.047871e+01 1.080512e+01
y_rep[692] 1.101175e+01 0.245534727 1.065653e+01 1.091387e+01
y_rep[693] 1.068378e+01 0.219754871 1.031606e+01 1.059187e+01
y_rep[694] 1.066635e+01 0.207303476 1.026905e+01 1.057316e+01
y_rep[695] 1.060205e+01 0.215346470 1.026590e+01 1.050827e+01
y_rep[696] 1.046305e+01 0.231475074 1.002452e+01 1.036901e+01
y_rep[697] 1.031564e+01 0.210551780 9.864400e+00 1.023764e+01
y_rep[698] 1.015615e+01 0.301600133 9.761597e+00 1.006700e+01
y_rep[699] 1.043795e+01 0.244894084 1.000358e+01 1.034725e+01
y_rep[700] 1.113300e+01 0.219295393 1.070519e+01 1.104376e+01
y_rep[701] 1.102230e+01 0.191201238 1.062098e+01 1.093864e+01
y_rep[702] 1.086691e+01 0.213449211 1.049135e+01 1.077196e+01
y_rep[703] 1.093852e+01 0.219944373 1.055101e+01 1.084672e+01
y_rep[704] 1.087467e+01 0.223526614 1.047835e+01 1.078495e+01
y_rep[705] 1.085573e+01 0.185966856 1.050722e+01 1.076662e+01
y_rep[706] 1.075656e+01 0.195351861 1.038354e+01 1.066459e+01
y_rep[707] 1.098295e+01 0.203975554 1.061841e+01 1.088891e+01
y_rep[708] 1.090417e+01 0.210467596 1.052594e+01 1.081869e+01
y_rep[709] 1.073911e+01 0.216984545 1.036827e+01 1.064773e+01
y_rep[710] 1.075521e+01 0.277621892 1.031990e+01 1.066968e+01
y_rep[711] 1.060102e+01 0.214734586 1.018125e+01 1.050326e+01
y_rep[712] 1.045631e+01 0.228636071 1.005390e+01 1.037322e+01
y_rep[713] 1.025498e+01 0.261699803 9.838360e+00 1.015721e+01
y_rep[714] 1.012860e+01 0.207937170 9.732565e+00 1.003879e+01
y_rep[715] 1.001607e+01 0.217967011 9.577287e+00 9.925927e+00
y_rep[716] 1.010819e+01 0.196527466 9.743328e+00 1.000930e+01
y_rep[717] 9.790422e+00 0.221736042 9.377731e+00 9.704472e+00
y_rep[718] 9.674564e+00 0.213772383 9.316523e+00 9.586053e+00
y_rep[719] 1.005841e+01 0.221728976 9.668754e+00 9.955856e+00
y_rep[720] 1.010175e+01 0.284970570 9.725477e+00 1.000317e+01
y_rep[721] 1.047249e+01 0.210431768 1.007928e+01 1.038585e+01
y_rep[722] 9.761474e+00 0.254425278 9.346854e+00 9.666440e+00
y_rep[723] 1.015969e+01 0.206641750 9.786752e+00 1.006236e+01
y_rep[724] 1.047029e+01 0.218033484 1.008877e+01 1.037692e+01
y_rep[725] 1.055587e+01 0.197582492 1.017243e+01 1.046452e+01
y_rep[726] 1.065641e+01 0.207332182 1.023354e+01 1.055943e+01
y_rep[727] 1.035013e+01 0.210984404 9.936928e+00 1.025786e+01
y_rep[728] 1.042984e+01 0.310528082 1.006605e+01 1.033876e+01
y_rep[729] 1.043126e+01 0.243971516 1.003926e+01 1.034272e+01
y_rep[730] 1.062204e+01 0.206958076 1.028446e+01 1.053357e+01
y_rep[731] 1.061376e+01 0.214157540 1.023376e+01 1.051698e+01
y_rep[732] 1.065497e+01 0.219810947 1.026829e+01 1.056380e+01
y_rep[733] 1.050608e+01 0.230881313 1.008826e+01 1.041075e+01
y_rep[734] 1.130717e+01 0.208175741 1.091789e+01 1.121334e+01
y_rep[735] 1.161669e+01 0.185617342 1.123547e+01 1.152989e+01
y_rep[736] 1.134513e+01 0.414260636 1.095108e+01 1.123782e+01
y_rep[737] 1.138228e+01 0.224248441 1.098594e+01 1.128567e+01
y_rep[738] 1.148200e+01 0.235258487 1.108184e+01 1.138691e+01
y_rep[739] 1.139218e+01 0.211405139 1.102610e+01 1.129591e+01
y_rep[740] 1.172794e+01 0.199953922 1.131463e+01 1.163786e+01
y_rep[741] 1.160260e+01 0.268949404 1.119780e+01 1.152368e+01
y_rep[742] 1.174345e+01 0.210186230 1.133861e+01 1.164792e+01
y_rep[743] 1.176840e+01 0.202589803 1.139045e+01 1.168258e+01
y_rep[744] 1.156723e+01 0.227378822 1.120281e+01 1.147729e+01
y_rep[745] 1.165086e+01 0.208760943 1.127508e+01 1.156013e+01
y_rep[746] 1.135028e+01 0.250526599 1.096369e+01 1.125791e+01
y_rep[747] 1.093652e+01 0.212453881 1.054111e+01 1.084293e+01
y_rep[748] 1.106363e+01 0.215078881 1.068438e+01 1.097216e+01
y_rep[749] 1.120404e+01 0.236263393 1.078040e+01 1.111760e+01
y_rep[750] 1.125801e+01 0.204252683 1.086260e+01 1.116717e+01
y_rep[751] 1.085141e+01 0.224055902 1.046901e+01 1.075537e+01
y_rep[752] 1.076257e+01 0.203141317 1.041507e+01 1.067911e+01
y_rep[753] 1.099364e+01 0.235505083 1.060084e+01 1.089793e+01
y_rep[754] 1.128519e+01 0.213295450 1.091327e+01 1.119202e+01
y_rep[755] 1.155636e+01 0.190184498 1.123393e+01 1.146807e+01
y_rep[756] 1.121927e+01 0.215474005 1.086084e+01 1.113060e+01
y_rep[757] 1.061101e+01 0.202431066 1.018911e+01 1.052610e+01
y_rep[758] 1.050058e+01 0.231914311 1.012965e+01 1.039974e+01
y_rep[759] 1.071743e+01 0.220859460 1.031391e+01 1.063039e+01
y_rep[760] 1.044291e+01 0.203047707 1.009624e+01 1.035029e+01
y_rep[761] 1.057087e+01 0.202913009 1.021008e+01 1.047837e+01
y_rep[762] 1.097437e+01 0.258750486 1.055975e+01 1.089179e+01
y_rep[763] 1.049717e+01 0.229061629 1.009212e+01 1.041368e+01
y_rep[764] 1.044728e+01 0.255636617 1.007228e+01 1.035443e+01
y_rep[765] 1.020739e+01 0.194878756 9.809285e+00 1.011874e+01
y_rep[766] 1.031586e+01 0.201370663 9.929875e+00 1.022492e+01
y_rep[767] 1.013101e+01 0.295443912 9.723934e+00 1.003052e+01
y_rep[768] 1.031267e+01 0.304271550 9.941576e+00 1.021223e+01
y_rep[769] 1.026291e+01 0.214097366 9.854128e+00 1.017647e+01
y_rep[770] 1.009150e+01 0.203017102 9.692781e+00 1.000429e+01
y_rep[771] 1.026353e+01 0.190728961 9.922533e+00 1.017069e+01
y_rep[772] 1.021502e+01 0.196966626 9.811016e+00 1.012312e+01
y_rep[773] 1.021331e+01 0.224590569 9.811414e+00 1.012773e+01
y_rep[774] 1.080785e+01 0.221556767 1.040379e+01 1.072334e+01
y_rep[775] 1.061552e+01 0.219151809 1.019779e+01 1.052515e+01
y_rep[776] 1.029034e+01 0.181594244 9.908706e+00 1.021094e+01
y_rep[777] 1.016660e+01 0.223435342 9.748210e+00 1.008445e+01
y_rep[778] 9.874214e+00 0.217105247 9.488332e+00 9.789184e+00
y_rep[779] 1.038101e+01 0.196600537 9.994343e+00 1.028855e+01
y_rep[780] 1.028619e+01 0.197522584 9.914785e+00 1.019918e+01
y_rep[781] 1.000625e+01 0.194676670 9.631402e+00 9.911453e+00
y_rep[782] 1.014071e+01 0.211747755 9.761884e+00 1.005151e+01
y_rep[783] 9.916547e+00 0.198398786 9.535371e+00 9.830498e+00
y_rep[784] 9.898027e+00 0.216807926 9.468423e+00 9.803902e+00
y_rep[785] 9.651696e+00 0.220164920 9.252978e+00 9.563034e+00
y_rep[786] 9.612780e+00 0.196962781 9.208066e+00 9.518187e+00
y_rep[787] 9.560577e+00 0.203872945 9.184125e+00 9.471902e+00
y_rep[788] 1.000660e+01 0.208098340 9.615358e+00 9.912313e+00
y_rep[789] 1.047522e+01 0.355518471 1.009902e+01 1.039077e+01
y_rep[790] 1.030151e+01 0.248334543 9.938139e+00 1.020677e+01
y_rep[791] 1.003979e+01 0.196816686 9.633057e+00 9.954027e+00
y_rep[792] 1.011041e+01 0.310198753 9.689340e+00 1.001550e+01
y_rep[793] 1.001830e+01 0.203101891 9.608691e+00 9.925149e+00
y_rep[794] 1.060122e+01 0.218899049 1.022009e+01 1.050400e+01
y_rep[795] 1.045531e+01 0.239125462 1.004247e+01 1.037229e+01
y_rep[796] 1.017574e+01 0.234560290 9.798133e+00 1.007927e+01
y_rep[797] 1.002815e+01 0.218950291 9.584835e+00 9.941642e+00
y_rep[798] 1.033863e+01 0.231980404 9.940090e+00 1.025271e+01
y_rep[799] 1.045668e+01 0.218205640 1.005261e+01 1.035973e+01
y_rep[800] 1.033462e+01 0.222697318 9.975668e+00 1.024624e+01
y_rep[801] 1.035299e+01 0.232438555 9.970318e+00 1.025931e+01
y_rep[802] 9.888329e+00 0.213567784 9.499998e+00 9.790873e+00
y_rep[803] 9.939790e+00 0.217627869 9.513283e+00 9.843840e+00
y_rep[804] 1.036828e+01 0.192493314 1.001364e+01 1.027556e+01
y_rep[805] 1.020086e+01 0.201999750 9.786649e+00 1.011848e+01
y_rep[806] 1.025140e+01 0.220713903 9.875701e+00 1.016320e+01
y_rep[807] 1.032255e+01 0.188550919 9.964837e+00 1.023074e+01
y_rep[808] 1.025046e+01 0.203450027 9.833802e+00 1.016873e+01
y_rep[809] 1.021433e+01 0.259255619 9.824877e+00 1.012297e+01
y_rep[810] 1.061283e+01 0.632530332 1.021034e+01 1.049955e+01
y_rep[811] 1.001536e+01 0.232853319 9.625534e+00 9.927450e+00
y_rep[812] 9.547807e+00 0.209940053 9.157963e+00 9.458146e+00
y_rep[813] 9.821137e+00 0.213068998 9.430212e+00 9.728207e+00
y_rep[814] 1.014216e+01 0.214276406 9.717584e+00 1.005156e+01
y_rep[815] 9.862807e+00 0.207305208 9.478235e+00 9.772414e+00
y_rep[816] 1.012414e+01 0.219293449 9.737033e+00 1.003668e+01
y_rep[817] 9.660381e+00 0.192415174 9.292245e+00 9.570506e+00
y_rep[818] 9.600824e+00 0.200745006 9.196838e+00 9.517989e+00
y_rep[819] 9.636033e+00 0.232640414 9.276680e+00 9.545696e+00
y_rep[820] 9.477742e+00 0.259985420 9.088809e+00 9.379847e+00
y_rep[821] 9.411735e+00 0.233748423 9.068616e+00 9.321150e+00
y_rep[822] 9.671314e+00 0.251024503 9.306958e+00 9.587876e+00
y_rep[823] 9.616846e+00 0.204982625 9.249561e+00 9.519922e+00
y_rep[824] 9.477487e+00 0.205776376 9.086863e+00 9.377042e+00
y_rep[825] 9.252775e+00 0.229210884 8.845976e+00 9.158449e+00
y_rep[826] 9.719946e+00 0.369931093 9.337133e+00 9.637724e+00
y_rep[827] 9.788428e+00 0.194955817 9.414434e+00 9.697436e+00
y_rep[828] 9.524055e+00 0.221377813 9.101916e+00 9.430568e+00
y_rep[829] 9.488013e+00 0.243700402 9.082094e+00 9.404772e+00
y_rep[830] 9.670840e+00 0.216279860 9.251581e+00 9.587823e+00
y_rep[831] 9.656417e+00 0.252845886 9.260450e+00 9.564457e+00
y_rep[832] 9.885215e+00 0.227256793 9.511171e+00 9.792420e+00
y_rep[833] 9.844277e+00 0.196301619 9.440623e+00 9.756115e+00
y_rep[834] 9.996866e+00 0.201609426 9.615733e+00 9.907155e+00
y_rep[835] 1.009918e+01 0.199869230 9.734160e+00 1.000822e+01
y_rep[836] 1.012331e+01 0.236086405 9.740157e+00 1.003205e+01
y_rep[837] 1.017351e+01 0.205721199 9.766535e+00 1.007416e+01
y_rep[838] 1.005715e+01 0.226331075 9.641948e+00 9.967321e+00
y_rep[839] 9.847824e+00 0.209114662 9.475830e+00 9.755924e+00
y_rep[840] 9.825040e+00 0.211742748 9.414273e+00 9.740190e+00
y_rep[841] 1.011914e+01 0.196111323 9.783490e+00 1.002744e+01
y_rep[842] 1.154967e+01 0.221688865 1.114499e+01 1.146107e+01
y_rep[843] 1.121553e+01 0.213440147 1.078230e+01 1.113072e+01
y_rep[844] 1.143015e+01 0.208763134 1.104617e+01 1.134239e+01
y_rep[845] 1.133827e+01 0.206737375 1.095890e+01 1.124681e+01
y_rep[846] 1.157045e+01 0.245649677 1.121716e+01 1.147902e+01
y_rep[847] 1.192401e+01 0.261691417 1.152557e+01 1.183849e+01
y_rep[848] 1.193194e+01 0.204511753 1.155574e+01 1.184199e+01
y_rep[849] 1.173197e+01 0.226793450 1.129133e+01 1.164421e+01
y_rep[850] 1.191965e+01 0.192492063 1.156330e+01 1.182664e+01
y_rep[851] 1.199982e+01 0.229947317 1.156525e+01 1.190692e+01
y_rep[852] 1.212263e+01 0.200816498 1.175660e+01 1.204139e+01
y_rep[853] 1.200809e+01 0.204663555 1.163213e+01 1.191581e+01
y_rep[854] 1.211664e+01 0.201449420 1.174136e+01 1.202242e+01
y_rep[855] 1.201588e+01 0.206321030 1.163444e+01 1.192152e+01
y_rep[856] 1.204713e+01 0.217174605 1.161168e+01 1.196332e+01
y_rep[857] 1.202182e+01 0.239862667 1.158071e+01 1.193378e+01
y_rep[858] 1.252328e+01 0.211538031 1.213129e+01 1.242534e+01
y_rep[859] 1.199054e+01 0.203619053 1.161013e+01 1.189885e+01
y_rep[860] 1.203638e+01 0.201026398 1.161439e+01 1.195274e+01
y_rep[861] 1.200813e+01 0.203486847 1.160831e+01 1.191881e+01
y_rep[862] 1.226102e+01 0.218795790 1.184706e+01 1.216748e+01
y_rep[863] 1.230052e+01 0.222377425 1.191423e+01 1.220413e+01
y_rep[864] 1.219201e+01 0.203224345 1.176397e+01 1.210852e+01
y_rep[865] 1.160264e+01 0.238629706 1.121232e+01 1.151910e+01
y_rep[866] 1.188942e+01 0.213820061 1.147284e+01 1.180728e+01
y_rep[867] 1.215823e+01 0.280288869 1.176781e+01 1.206766e+01
y_rep[868] 1.209572e+01 0.253991620 1.167653e+01 1.200700e+01
y_rep[869] 1.173427e+01 0.234510431 1.135190e+01 1.164044e+01
y_rep[870] 1.181463e+01 0.197928527 1.147325e+01 1.172839e+01
y_rep[871] 1.259284e+01 0.219694113 1.222480e+01 1.249806e+01
y_rep[872] 1.261124e+01 0.203644717 1.224424e+01 1.251979e+01
y_rep[873] 1.256661e+01 0.198155708 1.215365e+01 1.247609e+01
y_rep[874] 1.272916e+01 0.215068858 1.235726e+01 1.264258e+01
y_rep[875] 1.249375e+01 0.192001740 1.212106e+01 1.240379e+01
y_rep[876] 1.244986e+01 0.194244625 1.204070e+01 1.236124e+01
y_rep[877] 1.234608e+01 0.206630581 1.196922e+01 1.225623e+01
y_rep[878] 1.238458e+01 0.205981696 1.199490e+01 1.229128e+01
y_rep[879] 1.236534e+01 0.232128457 1.197562e+01 1.227180e+01
y_rep[880] 1.216903e+01 0.204320159 1.179926e+01 1.207461e+01
y_rep[881] 1.187858e+01 0.223477494 1.150642e+01 1.179002e+01
y_rep[882] 1.200144e+01 0.214557345 1.163885e+01 1.191053e+01
y_rep[883] 1.183350e+01 0.270466505 1.146052e+01 1.175000e+01
y_rep[884] 1.185512e+01 0.206116020 1.144313e+01 1.177015e+01
y_rep[885] 1.181519e+01 0.196052198 1.142807e+01 1.172796e+01
y_rep[886] 1.189753e+01 0.257531635 1.151137e+01 1.180904e+01
y_rep[887] 1.175519e+01 0.206533380 1.138159e+01 1.166901e+01
y_rep[888] 1.200497e+01 0.221737582 1.156402e+01 1.192172e+01
y_rep[889] 1.171739e+01 0.214327097 1.133820e+01 1.163358e+01
y_rep[890] 1.144423e+01 0.194706466 1.102419e+01 1.135661e+01
y_rep[891] 1.150792e+01 0.203595455 1.109857e+01 1.141837e+01
y_rep[892] 1.128229e+01 0.217061103 1.090216e+01 1.119116e+01
y_rep[893] 1.100568e+01 0.232401793 1.064309e+01 1.091198e+01
y_rep[894] 1.041098e+01 0.203312692 1.004981e+01 1.032395e+01
y_rep[895] 1.010452e+01 0.221573098 9.686085e+00 1.001513e+01
y_rep[896] 9.891235e+00 0.207129095 9.493433e+00 9.803108e+00
y_rep[897] 9.929964e+00 0.193772776 9.579023e+00 9.839554e+00
y_rep[898] 9.641198e+00 0.238016396 9.270665e+00 9.548047e+00
y_rep[899] 9.793745e+00 0.211557442 9.419196e+00 9.698722e+00
y_rep[900] 9.752513e+00 0.211489637 9.384402e+00 9.654680e+00
y_rep[901] 9.651209e+00 0.216576454 9.259085e+00 9.557910e+00
y_rep[902] 9.717596e+00 0.208688230 9.369889e+00 9.633881e+00
y_rep[903] 9.854866e+00 0.199760832 9.448286e+00 9.764055e+00
y_rep[904] 9.831170e+00 0.199616006 9.442647e+00 9.735831e+00
y_rep[905] 9.705584e+00 0.230679648 9.322240e+00 9.624769e+00
y_rep[906] 1.000286e+01 0.220083553 9.649367e+00 9.907277e+00
y_rep[907] 9.612024e+00 0.216826759 9.163073e+00 9.529159e+00
y_rep[908] 9.573668e+00 0.213379426 9.169842e+00 9.486901e+00
y_rep[909] 9.333758e+00 0.209904795 8.889380e+00 9.242808e+00
y_rep[910] 9.352408e+00 0.203865640 8.968268e+00 9.256177e+00
y_rep[911] 9.309851e+00 0.225364955 8.928353e+00 9.222922e+00
y_rep[912] 9.775455e+00 0.300184453 9.405478e+00 9.681453e+00
y_rep[913] 9.543100e+00 0.231822317 9.160186e+00 9.456324e+00
y_rep[914] 9.246862e+00 0.291448515 8.858261e+00 9.162973e+00
y_rep[915] 9.706474e+00 0.227122193 9.314659e+00 9.615194e+00
y_rep[916] 9.566288e+00 0.251426273 9.214926e+00 9.464164e+00
y_rep[917] 9.506536e+00 0.218833826 9.127755e+00 9.414662e+00
y_rep[918] 9.377272e+00 0.203162463 9.004792e+00 9.281847e+00
y_rep[919] 9.380086e+00 0.203431559 8.993748e+00 9.278799e+00
y_rep[920] 9.027757e+00 0.198408031 8.563249e+00 8.942572e+00
y_rep[921] 9.191478e+00 0.218172390 8.785711e+00 9.094069e+00
y_rep[922] 8.989391e+00 0.200716347 8.596685e+00 8.898690e+00
y_rep[923] 9.007718e+00 0.215345491 8.595235e+00 8.920865e+00
y_rep[924] 9.283712e+00 0.230653811 8.893684e+00 9.189727e+00
y_rep[925] 9.272324e+00 0.200516400 8.880854e+00 9.181754e+00
y_rep[926] 9.228399e+00 0.244710763 8.799047e+00 9.136292e+00
y_rep[927] 9.270649e+00 0.214588321 8.848849e+00 9.182340e+00
y_rep[928] 9.559186e+00 0.221818893 9.170633e+00 9.461783e+00
y_rep[929] 9.295338e+00 0.239376117 8.905418e+00 9.205155e+00
y_rep[930] 9.863216e+00 0.195716007 9.519500e+00 9.768664e+00
y_rep[931] 9.899483e+00 0.196410641 9.501234e+00 9.805880e+00
y_rep[932] 9.761782e+00 0.216392825 9.350881e+00 9.668726e+00
y_rep[933] 9.572251e+00 0.203441052 9.179237e+00 9.482070e+00
y_rep[934] 9.430912e+00 0.221480715 9.042821e+00 9.333399e+00
y_rep[935] 9.424991e+00 0.202206290 9.083532e+00 9.330782e+00
y_rep[936] 9.727956e+00 0.247209654 9.327546e+00 9.636616e+00
y_rep[937] 9.890670e+00 0.207947358 9.519628e+00 9.802327e+00
y_rep[938] 9.543782e+00 0.210467440 9.132632e+00 9.450522e+00
y_rep[939] 9.547772e+00 0.213694590 9.190835e+00 9.446416e+00
y_rep[940] 9.397399e+00 0.222779403 9.031346e+00 9.301752e+00
y_rep[941] 9.371977e+00 0.226868518 8.974899e+00 9.287191e+00
y_rep[942] 9.362829e+00 0.207785042 8.985581e+00 9.272945e+00
y_rep[943] 9.542355e+00 0.203598655 9.137290e+00 9.454499e+00
y_rep[944] 9.188505e+00 0.220522408 8.799029e+00 9.100471e+00
y_rep[945] 9.196991e+00 0.239610764 8.801949e+00 9.104660e+00
y_rep[946] 9.207432e+00 0.229511775 8.831606e+00 9.120037e+00
y_rep[947] 8.821441e+00 0.242499834 8.387471e+00 8.735861e+00
y_rep[948] 8.772707e+00 0.199875280 8.350005e+00 8.688196e+00
y_rep[949] 8.456819e+00 0.225757730 8.057450e+00 8.367170e+00
y_rep[950] 8.258734e+00 0.216149048 7.853442e+00 8.173482e+00
y_rep[951] 8.136390e+00 0.223751038 7.747809e+00 8.042350e+00
y_rep[952] 8.480228e+00 0.183047785 8.107465e+00 8.390401e+00
y_rep[953] 8.169685e+00 0.220080386 7.781883e+00 8.065295e+00
y_rep[954] 8.443345e+00 0.277983942 8.058185e+00 8.356114e+00
y_rep[955] 8.490220e+00 0.193009841 8.141662e+00 8.405606e+00
y_rep[956] 8.439511e+00 0.219185439 8.041710e+00 8.344677e+00
y_rep[957] 8.385143e+00 0.199237771 8.038662e+00 8.300273e+00
y_rep[958] 8.355819e+00 0.225974535 7.898896e+00 8.276984e+00
y_rep[959] 8.212030e+00 0.213411789 7.781854e+00 8.118808e+00
y_rep[960] 8.554069e+00 0.232014311 8.185711e+00 8.465261e+00
y_rep[961] 8.994658e+00 0.211262128 8.569712e+00 8.911382e+00
y_rep[962] 8.689050e+00 0.199217509 8.315539e+00 8.593740e+00
y_rep[963] 8.735949e+00 0.213445831 8.349727e+00 8.635529e+00
y_rep[964] 8.621224e+00 0.207271845 8.222888e+00 8.524768e+00
y_rep[965] 9.137863e+00 0.197835316 8.745523e+00 9.049448e+00
y_rep[966] 9.174592e+00 0.212014529 8.800998e+00 9.081820e+00
y_rep[967] 9.301892e+00 0.248987505 8.907376e+00 9.218212e+00
y_rep[968] 9.289630e+00 0.216841725 8.845126e+00 9.207389e+00
y_rep[969] 9.351156e+00 0.203081677 8.969925e+00 9.262218e+00
y_rep[970] 9.510428e+00 0.216119419 9.087991e+00 9.424884e+00
y_rep[971] 9.989536e+00 0.191381158 9.620377e+00 9.899099e+00
y_rep[972] 1.003895e+01 0.283695310 9.616130e+00 9.957047e+00
y_rep[973] 1.037104e+01 0.281104471 9.952787e+00 1.028155e+01
y_rep[974] 1.044820e+01 0.236639116 1.005299e+01 1.036773e+01
y_rep[975] 1.052538e+01 0.219437108 1.014186e+01 1.042999e+01
y_rep[976] 1.046683e+01 0.185224220 1.010033e+01 1.037745e+01
y_rep[977] 1.043185e+01 0.225036798 9.978630e+00 1.033350e+01
y_rep[978] 1.039235e+01 0.211916153 9.992437e+00 1.030327e+01
y_rep[979] 1.104655e+01 0.225707219 1.062930e+01 1.095747e+01
y_rep[980] 1.104340e+01 0.204041369 1.064499e+01 1.095610e+01
y_rep[981] 1.107299e+01 0.235454111 1.067467e+01 1.098330e+01
y_rep[982] 1.137766e+01 0.309337110 1.097091e+01 1.129022e+01
y_rep[983] 1.153683e+01 0.290827888 1.111080e+01 1.143910e+01
y_rep[984] 1.150265e+01 0.231506056 1.112469e+01 1.140880e+01
y_rep[985] 1.176285e+01 0.237405701 1.134035e+01 1.167328e+01
y_rep[986] 1.170630e+01 0.218476560 1.132089e+01 1.161739e+01
y_rep[987] 1.166493e+01 0.234483157 1.131566e+01 1.157791e+01
y_rep[988] 1.163913e+01 0.204968416 1.127748e+01 1.154120e+01
y_rep[989] 1.216877e+01 0.212873907 1.178014e+01 1.207509e+01
y_rep[990] 1.280561e+01 0.199115205 1.242358e+01 1.271510e+01
y_rep[991] 1.282913e+01 0.200179378 1.245612e+01 1.273994e+01
y_rep[992] 1.272260e+01 0.202325521 1.236426e+01 1.263309e+01
y_rep[993] 1.261889e+01 0.204233236 1.228445e+01 1.252149e+01
y_rep[994] 1.266612e+01 0.285404805 1.223852e+01 1.256124e+01
y_rep[995] 1.260208e+01 0.240937609 1.224102e+01 1.250844e+01
y_rep[996] 1.235529e+01 0.235280268 1.192245e+01 1.226527e+01
y_rep[997] 1.240919e+01 0.257203202 1.201892e+01 1.232175e+01
y_rep[998] 1.214284e+01 0.218502235 1.174435e+01 1.205547e+01
y_rep[999] 1.210789e+01 0.224008809 1.172664e+01 1.201495e+01
y_rep[1000] 1.227537e+01 0.226907059 1.187112e+01 1.218449e+01
y_rep[1001] 1.225876e+01 0.310375754 1.184915e+01 1.215821e+01
y_rep[1002] 1.183541e+01 0.200737265 1.144571e+01 1.174477e+01
y_rep[1003] 1.225943e+01 0.202399828 1.186685e+01 1.216805e+01
y_rep[1004] 1.202458e+01 0.210551051 1.163518e+01 1.193804e+01
y_rep[1005] 1.172631e+01 0.217087153 1.136348e+01 1.163953e+01
y_rep[1006] 1.173308e+01 0.198952714 1.130967e+01 1.163798e+01
y_rep[1007] 1.192471e+01 0.207439276 1.151329e+01 1.183392e+01
y_rep[1008] 1.161841e+01 0.249250418 1.120365e+01 1.151848e+01
y_rep[1009] 1.156676e+01 0.202694528 1.118885e+01 1.148377e+01
y_rep[1010] 1.147117e+01 0.197068677 1.109433e+01 1.137697e+01
y_rep[1011] 1.129764e+01 0.201880794 1.091898e+01 1.120901e+01
y_rep[1012] 1.054780e+01 0.245503874 1.018431e+01 1.046078e+01
y_rep[1013] 1.038434e+01 0.215324129 9.999353e+00 1.029461e+01
y_rep[1014] 1.043681e+01 0.207812171 1.006278e+01 1.033522e+01
y_rep[1015] 1.034917e+01 0.196010108 9.935999e+00 1.025914e+01
y_rep[1016] 1.027016e+01 0.204922758 9.907097e+00 1.018106e+01
y_rep[1017] 1.020249e+01 0.194328622 9.767969e+00 1.011637e+01
y_rep[1018] 1.027257e+01 0.202942733 9.895082e+00 1.018048e+01
y_rep[1019] 1.053896e+01 0.210653947 1.013178e+01 1.044735e+01
y_rep[1020] 1.079363e+01 0.230605687 1.039425e+01 1.069366e+01
y_rep[1021] 1.109869e+01 0.257943535 1.069235e+01 1.100858e+01
y_rep[1022] 1.107796e+01 0.228810483 1.064627e+01 1.098985e+01
y_rep[1023] 1.073004e+01 0.204086296 1.029699e+01 1.064492e+01
y_rep[1024] 1.080270e+01 0.220152721 1.036494e+01 1.071008e+01
y_rep[1025] 1.130207e+01 0.218882396 1.092539e+01 1.120729e+01
y_rep[1026] 1.070631e+01 0.244802503 1.029700e+01 1.060819e+01
y_rep[1027] 1.069505e+01 0.220427534 1.030653e+01 1.060801e+01
y_rep[1028] 1.052515e+01 0.237192885 1.012892e+01 1.043332e+01
y_rep[1029] 1.066729e+01 0.227718854 1.028215e+01 1.058181e+01
y_rep[1030] 1.057760e+01 0.206290461 1.024039e+01 1.048986e+01
y_rep[1031] 1.046781e+01 0.226323613 1.006124e+01 1.038453e+01
y_rep[1032] 1.056914e+01 0.209733786 1.016065e+01 1.047729e+01
y_rep[1033] 1.070741e+01 0.226004359 1.033270e+01 1.060947e+01
y_rep[1034] 1.077076e+01 0.197428954 1.037622e+01 1.068377e+01
y_rep[1035] 1.071636e+01 0.220551817 1.029796e+01 1.062906e+01
y_rep[1036] 1.066609e+01 0.231694890 1.026410e+01 1.056409e+01
y_rep[1037] 1.085895e+01 0.289040551 1.050337e+01 1.077495e+01
y_rep[1038] 1.128964e+01 0.218206984 1.085546e+01 1.119960e+01
y_rep[1039] 1.146509e+01 0.195083870 1.108253e+01 1.137924e+01
y_rep[1040] 1.145441e+01 0.234559903 1.108091e+01 1.136053e+01
y_rep[1041] 1.131474e+01 0.378214208 1.090148e+01 1.123990e+01
y_rep[1042] 1.092724e+01 0.214130805 1.051975e+01 1.083142e+01
y_rep[1043] 1.089478e+01 0.194884990 1.051709e+01 1.079986e+01
y_rep[1044] 1.073900e+01 0.217504820 1.033246e+01 1.064812e+01
y_rep[1045] 1.096483e+01 0.218357614 1.056686e+01 1.088064e+01
y_rep[1046] 1.081015e+01 0.235270930 1.040545e+01 1.072396e+01
y_rep[1047] 1.068167e+01 0.230218051 1.021407e+01 1.060060e+01
y_rep[1048] 1.067525e+01 0.200702098 1.030589e+01 1.058295e+01
y_rep[1049] 1.057952e+01 0.208345135 1.014840e+01 1.049329e+01
y_rep[1050] 1.058428e+01 0.192101767 1.016878e+01 1.049475e+01
y_rep[1051] 1.081917e+01 0.260690691 1.041168e+01 1.071730e+01
y_rep[1052] 1.058929e+01 0.312756436 1.018519e+01 1.049346e+01
y_rep[1053] 1.022560e+01 0.209316264 9.824113e+00 1.013867e+01
y_rep[1054] 1.016310e+01 0.314928563 9.768132e+00 1.007167e+01
y_rep[1055] 1.012752e+01 0.196518850 9.725355e+00 1.003782e+01
y_rep[1056] 9.890080e+00 0.241419859 9.476080e+00 9.788103e+00
y_rep[1057] 1.006462e+01 0.198414803 9.679901e+00 9.980092e+00
y_rep[1058] 1.005869e+01 0.209004938 9.705243e+00 9.963054e+00
y_rep[1059] 9.729496e+00 0.202162240 9.322750e+00 9.643561e+00
y_rep[1060] 9.403948e+00 0.208285400 9.004777e+00 9.322683e+00
y_rep[1061] 8.773223e+00 0.204858875 8.407358e+00 8.687548e+00
y_rep[1062] 8.614323e+00 0.214031508 8.246370e+00 8.524826e+00
y_rep[1063] 8.891992e+00 0.204022969 8.478082e+00 8.806508e+00
y_rep[1064] 9.218721e+00 0.189248004 8.855167e+00 9.119836e+00
y_rep[1065] 9.192270e+00 0.193356939 8.829621e+00 9.099968e+00
y_rep[1066] 8.727053e+00 0.203582273 8.317240e+00 8.637327e+00
y_rep[1067] 8.707691e+00 0.208710809 8.331671e+00 8.615096e+00
y_rep[1068] 9.455975e+00 0.207884591 9.080932e+00 9.370112e+00
y_rep[1069] 9.427216e+00 0.226247023 9.013046e+00 9.345203e+00
y_rep[1070] 9.518727e+00 0.222428095 9.120950e+00 9.434035e+00
y_rep[1071] 9.425408e+00 0.220319117 9.043845e+00 9.329006e+00
y_rep[1072] 8.976692e+00 0.207787484 8.600508e+00 8.882857e+00
y_rep[1073] 8.780321e+00 0.191500987 8.441344e+00 8.682318e+00
y_rep[1074] 8.968206e+00 0.255901809 8.552700e+00 8.883482e+00
y_rep[1075] 9.085041e+00 0.232278774 8.706973e+00 8.994376e+00
y_rep[1076] 9.467876e+00 0.268962648 9.015997e+00 9.380172e+00
y_rep[1077] 9.321605e+00 0.213113240 8.920740e+00 9.233086e+00
y_rep[1078] 9.065425e+00 0.225928108 8.669549e+00 8.968859e+00
y_rep[1079] 8.964700e+00 0.299727977 8.584247e+00 8.886500e+00
y_rep[1080] 8.642761e+00 0.210656920 8.292148e+00 8.554608e+00
y_rep[1081] 8.887892e+00 0.222480277 8.479392e+00 8.792931e+00
y_rep[1082] 8.868410e+00 0.251476225 8.492401e+00 8.770722e+00
y_rep[1083] 9.100583e+00 0.214611990 8.662521e+00 9.019739e+00
y_rep[1084] 9.117393e+00 0.217644352 8.707776e+00 9.027489e+00
y_rep[1085] 8.924179e+00 0.201686720 8.515859e+00 8.826536e+00
y_rep[1086] 8.849540e+00 0.210013304 8.442210e+00 8.754073e+00
y_rep[1087] 8.676981e+00 0.250888719 8.253063e+00 8.585809e+00
y_rep[1088] 8.563543e+00 0.346144524 8.159278e+00 8.475161e+00
y_rep[1089] 8.677365e+00 0.218338586 8.245196e+00 8.592197e+00
y_rep[1090] 8.469615e+00 0.199702683 8.109302e+00 8.379342e+00
y_rep[1091] 8.056497e+00 0.215555065 7.636281e+00 7.968030e+00
y_rep[1092] 7.780589e+00 0.225707656 7.413448e+00 7.688727e+00
y_rep[1093] 7.849749e+00 0.214724744 7.392839e+00 7.756102e+00
y_rep[1094] 7.795142e+00 0.224287662 7.426040e+00 7.702309e+00
y_rep[1095] 8.852585e+00 0.218058543 8.483382e+00 8.764590e+00
y_rep[1096] 8.991499e+00 0.215178596 8.585122e+00 8.908663e+00
y_rep[1097] 9.036213e+00 0.249660000 8.638376e+00 8.948468e+00
y_rep[1098] 8.905101e+00 0.223597428 8.513421e+00 8.804007e+00
y_rep[1099] 8.881540e+00 0.205660867 8.509851e+00 8.789383e+00
y_rep[1100] 8.766827e+00 0.213172367 8.380444e+00 8.676267e+00
y_rep[1101] 8.801417e+00 0.213094210 8.397013e+00 8.712716e+00
y_rep[1102] 8.759376e+00 0.207810740 8.367008e+00 8.666439e+00
y_rep[1103] 8.555667e+00 0.184194859 8.177128e+00 8.464641e+00
y_rep[1104] 8.579880e+00 0.222770022 8.144263e+00 8.490041e+00
y_rep[1105] 8.588838e+00 0.231575040 8.172960e+00 8.502384e+00
y_rep[1106] 8.405093e+00 0.204787069 7.990327e+00 8.315125e+00
y_rep[1107] 8.573040e+00 0.272448005 8.195611e+00 8.479511e+00
y_rep[1108] 8.387438e+00 0.266833722 7.963991e+00 8.298228e+00
y_rep[1109] 8.627976e+00 0.210423308 8.273802e+00 8.534002e+00
y_rep[1110] 8.996911e+00 0.243454123 8.589292e+00 8.910773e+00
y_rep[1111] 9.003988e+00 0.444054267 8.632666e+00 8.901602e+00
y_rep[1112] 8.768294e+00 0.243777564 8.338482e+00 8.672364e+00
y_rep[1113] 8.919425e+00 0.199039164 8.543235e+00 8.824933e+00
y_rep[1114] 8.823330e+00 0.222064135 8.392600e+00 8.735846e+00
y_rep[1115] 8.692511e+00 0.218024878 8.255298e+00 8.600007e+00
y_rep[1116] 8.911136e+00 0.267543322 8.530404e+00 8.818502e+00
y_rep[1117] 9.349239e+00 0.215676010 8.941682e+00 9.255600e+00
y_rep[1118] 8.555008e+00 0.220838864 8.145700e+00 8.465174e+00
y_rep[1119] 8.644860e+00 0.200539865 8.277554e+00 8.552685e+00
y_rep[1120] 8.457277e+00 0.205161481 8.119039e+00 8.360213e+00
y_rep[1121] 8.282135e+00 0.227732575 7.858149e+00 8.200772e+00
y_rep[1122] 8.677702e+00 0.230180897 8.249202e+00 8.585955e+00
y_rep[1123] 8.652430e+00 0.235668162 8.244819e+00 8.561138e+00
y_rep[1124] 8.528816e+00 0.189403950 8.196754e+00 8.435748e+00
y_rep[1125] 9.317182e+00 0.220863547 8.921935e+00 9.229188e+00
y_rep[1126] 9.281687e+00 0.218582960 8.860758e+00 9.197979e+00
y_rep[1127] 9.414384e+00 0.214367079 8.992762e+00 9.325788e+00
y_rep[1128] 9.352384e+00 0.233162276 8.935706e+00 9.267267e+00
y_rep[1129] 9.481542e+00 0.206654492 9.083968e+00 9.387680e+00
y_rep[1130] 9.491011e+00 0.188590246 9.118233e+00 9.399069e+00
y_rep[1131] 9.588775e+00 0.229354271 9.189714e+00 9.497380e+00
y_rep[1132] 9.397519e+00 0.217815476 8.990124e+00 9.310903e+00
y_rep[1133] 9.039348e+00 0.243982143 8.687991e+00 8.948613e+00
y_rep[1134] 9.087691e+00 0.222631759 8.678192e+00 8.991278e+00
y_rep[1135] 9.444529e+00 0.220508541 9.040145e+00 9.356560e+00
y_rep[1136] 9.484561e+00 0.209617330 9.110231e+00 9.397862e+00
y_rep[1137] 9.589819e+00 0.202564178 9.234980e+00 9.492828e+00
y_rep[1138] 9.530692e+00 0.201174062 9.132295e+00 9.444370e+00
y_rep[1139] 9.504235e+00 0.203221815 9.124348e+00 9.413646e+00
y_rep[1140] 9.366363e+00 0.221091265 8.994051e+00 9.271483e+00
y_rep[1141] 9.304833e+00 0.214835862 8.927493e+00 9.213944e+00
y_rep[1142] 9.206612e+00 0.209044643 8.766456e+00 9.116739e+00
y_rep[1143] 9.250554e+00 0.205204171 8.813909e+00 9.162073e+00
y_rep[1144] 9.287639e+00 0.202692987 8.889794e+00 9.199347e+00
y_rep[1145] 9.964631e+00 0.224705166 9.616802e+00 9.871114e+00
y_rep[1146] 9.874761e+00 0.246330130 9.424466e+00 9.785792e+00
y_rep[1147] 1.041801e+01 0.181118930 1.003811e+01 1.033672e+01
y_rep[1148] 9.999851e+00 0.207084014 9.611418e+00 9.909132e+00
y_rep[1149] 1.065127e+01 0.204045411 1.025804e+01 1.055737e+01
y_rep[1150] 1.039788e+01 0.218675658 9.972455e+00 1.030766e+01
y_rep[1151] 1.037340e+01 0.248662134 9.975007e+00 1.028743e+01
y_rep[1152] 1.031016e+01 0.198963498 9.891808e+00 1.022232e+01
y_rep[1153] 1.023412e+01 0.249280838 9.893779e+00 1.013403e+01
y_rep[1154] 1.050060e+01 0.211095494 1.006569e+01 1.041156e+01
y_rep[1155] 1.199983e+01 0.231495513 1.157308e+01 1.191009e+01
y_rep[1156] 1.122392e+01 0.229810342 1.081805e+01 1.112771e+01
y_rep[1157] 1.104732e+01 0.339440287 1.065822e+01 1.095086e+01
y_rep[1158] 1.116769e+01 0.219916458 1.072477e+01 1.108111e+01
y_rep[1159] 1.103524e+01 0.218621045 1.069927e+01 1.094453e+01
y_rep[1160] 1.097978e+01 0.205339456 1.060982e+01 1.089243e+01
y_rep[1161] 1.112703e+01 0.219439359 1.074649e+01 1.103635e+01
y_rep[1162] 1.096231e+01 0.199123558 1.058669e+01 1.088019e+01
y_rep[1163] 1.090024e+01 0.201273785 1.047340e+01 1.080655e+01
y_rep[1164] 1.098101e+01 0.214199317 1.055688e+01 1.089299e+01
y_rep[1165] 1.104243e+01 0.203616205 1.060604e+01 1.095750e+01
y_rep[1166] 1.104435e+01 0.199692897 1.063929e+01 1.095723e+01
y_rep[1167] 1.120344e+01 0.214318133 1.079419e+01 1.111126e+01
y_rep[1168] 1.085101e+01 0.232981153 1.045661e+01 1.076071e+01
y_rep[1169] 1.068212e+01 0.218997178 1.028129e+01 1.058160e+01
y_rep[1170] 1.056980e+01 0.213451017 1.019128e+01 1.047166e+01
y_rep[1171] 1.037215e+01 0.205953724 9.972681e+00 1.027765e+01
y_rep[1172] 9.949358e+00 0.242340242 9.550131e+00 9.859770e+00
y_rep[1173] 1.026093e+01 0.197075350 9.886228e+00 1.017611e+01
y_rep[1174] 1.015104e+01 0.213482630 9.753714e+00 1.006227e+01
y_rep[1175] 1.013085e+01 0.192870516 9.775151e+00 1.004283e+01
y_rep[1176] 1.018897e+01 0.204568325 9.818651e+00 1.009919e+01
y_rep[1177] 9.997749e+00 0.245092032 9.605812e+00 9.909518e+00
y_rep[1178] 9.461931e+00 0.197638283 9.080537e+00 9.377019e+00
y_rep[1179] 9.620955e+00 0.212161297 9.213681e+00 9.528704e+00
y_rep[1180] 9.712548e+00 0.222135214 9.321726e+00 9.622673e+00
y_rep[1181] 9.630341e+00 0.197933983 9.296546e+00 9.539858e+00
y_rep[1182] 9.584762e+00 0.347603076 9.237561e+00 9.486202e+00
y_rep[1183] 9.486179e+00 0.223699267 9.106364e+00 9.396152e+00
y_rep[1184] 9.971538e+00 0.259765830 9.553438e+00 9.878516e+00
y_rep[1185] 1.004983e+01 0.215612926 9.589983e+00 9.961322e+00
y_rep[1186] 9.942143e+00 0.216032348 9.554398e+00 9.847498e+00
y_rep[1187] 9.714179e+00 0.208683601 9.312434e+00 9.626226e+00
y_rep[1188] 1.020981e+01 0.249064924 9.791457e+00 1.011619e+01
y_rep[1189] 1.029384e+01 0.236293832 9.909919e+00 1.019516e+01
y_rep[1190] 1.006298e+01 0.209018764 9.613860e+00 9.972679e+00
y_rep[1191] 1.018238e+01 0.232090699 9.781030e+00 1.009710e+01
y_rep[1192] 1.001386e+01 0.648100208 9.643163e+00 9.936533e+00
y_rep[1193] 1.031328e+01 0.203897787 9.907478e+00 1.022143e+01
y_rep[1194] 1.043858e+01 0.209018189 1.001814e+01 1.034712e+01
y_rep[1195] 1.021944e+01 0.205433708 9.869232e+00 1.013609e+01
y_rep[1196] 1.136908e+01 0.281112725 1.098000e+01 1.128516e+01
y_rep[1197] 1.150983e+01 0.250480095 1.112899e+01 1.141940e+01
y_rep[1198] 1.130347e+01 0.211368245 1.092526e+01 1.121355e+01
y_rep[1199] 1.137997e+01 0.209424763 1.095991e+01 1.129302e+01
y_rep[1200] 1.148919e+01 0.261568351 1.108748e+01 1.138891e+01
y_rep[1201] 1.128113e+01 0.234042673 1.081940e+01 1.118798e+01
y_rep[1202] 1.110033e+01 0.210851561 1.074185e+01 1.101070e+01
y_rep[1203] 1.122225e+01 0.206480263 1.081502e+01 1.113809e+01
y_rep[1204] 1.101670e+01 0.233296054 1.060569e+01 1.093432e+01
y_rep[1205] 1.100796e+01 0.244997137 1.062831e+01 1.091240e+01
y_rep[1206] 1.105718e+01 0.211287937 1.069837e+01 1.096718e+01
y_rep[1207] 1.091347e+01 0.217189695 1.051244e+01 1.081510e+01
y_rep[1208] 1.087893e+01 0.591406064 1.041495e+01 1.077712e+01
y_rep[1209] 1.101041e+01 0.235557105 1.062211e+01 1.091912e+01
y_rep[1210] 1.095301e+01 0.195039484 1.057022e+01 1.086340e+01
y_rep[1211] 1.053975e+01 0.173031252 1.016743e+01 1.045470e+01
y_rep[1212] 1.064058e+01 0.201504464 1.026610e+01 1.055392e+01
y_rep[1213] 1.059747e+01 0.219344437 1.019115e+01 1.049562e+01
y_rep[1214] 1.058146e+01 0.208183651 1.018992e+01 1.048330e+01
y_rep[1215] 1.108812e+01 0.217165370 1.068519e+01 1.100105e+01
y_rep[1216] 1.106718e+01 0.205194333 1.068624e+01 1.097366e+01
y_rep[1217] 1.073947e+01 0.219927830 1.034420e+01 1.064231e+01
y_rep[1218] 1.069083e+01 0.196192852 1.033540e+01 1.060823e+01
y_rep[1219] 9.839835e+00 0.227176734 9.446392e+00 9.743986e+00
y_rep[1220] 9.527320e+00 0.212550307 9.167796e+00 9.436113e+00
y_rep[1221] 1.001858e+01 0.222440322 9.634987e+00 9.928308e+00
y_rep[1222] 1.043129e+01 0.255474141 1.003335e+01 1.033822e+01
y_rep[1223] 9.824608e+00 0.187627368 9.444746e+00 9.730730e+00
y_rep[1224] 1.001499e+01 0.234370333 9.644511e+00 9.926990e+00
y_rep[1225] 9.847548e+00 0.210142302 9.460874e+00 9.759664e+00
y_rep[1226] 9.915358e+00 0.199244006 9.523954e+00 9.820707e+00
y_rep[1227] 1.023746e+01 0.275558652 9.868485e+00 1.014101e+01
y_rep[1228] 1.026753e+01 0.230224218 9.877849e+00 1.018028e+01
y_rep[1229] 1.005959e+01 0.217105915 9.709411e+00 9.961949e+00
y_rep[1230] 9.938730e+00 0.191005612 9.563864e+00 9.849045e+00
y_rep[1231] 9.732028e+00 0.191149095 9.391875e+00 9.643697e+00
y_rep[1232] 9.696769e+00 0.185499437 9.302575e+00 9.609713e+00
y_rep[1233] 9.560005e+00 0.183982273 9.187472e+00 9.468644e+00
y_rep[1234] 9.539446e+00 0.214258725 9.156162e+00 9.448586e+00
y_rep[1235] 9.430148e+00 0.179426007 9.045243e+00 9.345617e+00
y_rep[1236] 9.245648e+00 0.213898094 8.856391e+00 9.156505e+00
y_rep[1237] 9.358983e+00 0.215561215 8.931618e+00 9.268896e+00
y_rep[1238] 9.067977e+00 0.240760553 8.698477e+00 8.985430e+00
y_rep[1239] 9.303121e+00 0.209027331 8.890419e+00 9.216852e+00
y_rep[1240] 9.102266e+00 0.201664952 8.745800e+00 9.003694e+00
y_rep[1241] 9.061999e+00 0.194924786 8.690838e+00 8.972617e+00
y_rep[1242] 9.232641e+00 0.289022680 8.819222e+00 9.144783e+00
y_rep[1243] 9.269236e+00 0.239548286 8.895618e+00 9.183224e+00
y_rep[1244] 9.000576e+00 0.205893156 8.647277e+00 8.902721e+00
y_rep[1245] 8.859268e+00 0.200525323 8.464382e+00 8.770589e+00
y_rep[1246] 9.075151e+00 0.213405071 8.698450e+00 8.983325e+00
y_rep[1247] 8.960976e+00 0.208117281 8.543487e+00 8.868308e+00
y_rep[1248] 8.751046e+00 0.217622131 8.373491e+00 8.662768e+00
y_rep[1249] 8.677059e+00 0.214435535 8.215790e+00 8.587504e+00
y_rep[1250] 8.441099e+00 0.216233731 8.043317e+00 8.349604e+00
y_rep[1251] 8.279238e+00 0.200299334 7.900973e+00 8.197040e+00
y_rep[1252] 8.291906e+00 0.246899200 7.905043e+00 8.200691e+00
y_rep[1253] 8.216723e+00 0.214457651 7.836634e+00 8.122725e+00
y_rep[1254] 8.413595e+00 0.204539120 8.013543e+00 8.329822e+00
y_rep[1255] 8.258651e+00 0.194036890 7.880794e+00 8.171617e+00
y_rep[1256] 8.298395e+00 0.212666799 7.919737e+00 8.205145e+00
y_rep[1257] 9.391480e+00 0.218103972 8.998508e+00 9.299543e+00
y_rep[1258] 9.577469e+00 0.213718923 9.202542e+00 9.476635e+00
y_rep[1259] 9.374784e+00 0.202854992 8.996667e+00 9.285188e+00
y_rep[1260] 9.455840e+00 0.194813492 9.090266e+00 9.365606e+00
y_rep[1261] 9.218597e+00 0.232977808 8.810108e+00 9.122875e+00
y_rep[1262] 8.793985e+00 0.211881026 8.431459e+00 8.710583e+00
y_rep[1263] 9.049083e+00 0.200625956 8.602327e+00 8.959818e+00
y_rep[1264] 9.335272e+00 0.233242549 8.919300e+00 9.243337e+00
y_rep[1265] 9.038591e+00 0.204698346 8.654559e+00 8.946571e+00
y_rep[1266] 8.848866e+00 0.203239057 8.452878e+00 8.756507e+00
y_rep[1267] 8.949303e+00 0.235582048 8.586120e+00 8.863966e+00
y_rep[1268] 8.843787e+00 0.224260832 8.411434e+00 8.756032e+00
y_rep[1269] 8.863740e+00 0.207604307 8.473995e+00 8.778026e+00
y_rep[1270] 9.078032e+00 0.209778366 8.671165e+00 8.991865e+00
y_rep[1271] 9.131430e+00 0.203248845 8.765637e+00 9.040394e+00
y_rep[1272] 9.162624e+00 0.239533613 8.694662e+00 9.063151e+00
y_rep[1273] 9.252344e+00 0.206775743 8.891839e+00 9.155787e+00
y_rep[1274] 9.394417e+00 0.199696171 8.996600e+00 9.305714e+00
y_rep[1275] 9.330836e+00 0.229220940 8.907277e+00 9.245623e+00
y_rep[1276] 9.379275e+00 0.210801668 8.943472e+00 9.293179e+00
y_rep[1277] 9.272637e+00 0.227697805 8.901775e+00 9.182394e+00
y_rep[1278] 9.214967e+00 0.202985096 8.766338e+00 9.126843e+00
y_rep[1279] 9.103920e+00 0.197196408 8.723336e+00 9.008066e+00
y_rep[1280] 8.670458e+00 0.219324868 8.278819e+00 8.576008e+00
y_rep[1281] 8.527575e+00 0.259343821 8.154552e+00 8.435010e+00
y_rep[1282] 8.871666e+00 0.200167917 8.490410e+00 8.776552e+00
y_rep[1283] 8.585459e+00 0.221835161 8.182027e+00 8.495926e+00
y_rep[1284] 8.450526e+00 0.224181561 8.050574e+00 8.356998e+00
y_rep[1285] 8.588831e+00 0.258552317 8.218572e+00 8.492584e+00
y_rep[1286] 8.218464e+00 0.223291947 7.828432e+00 8.128505e+00
y_rep[1287] 8.016106e+00 0.208147733 7.596662e+00 7.937257e+00
y_rep[1288] 9.180482e+00 0.209063650 8.817941e+00 9.091203e+00
y_rep[1289] 8.964399e+00 0.240669448 8.595409e+00 8.870039e+00
y_rep[1290] 8.916453e+00 0.206424730 8.506671e+00 8.826249e+00
y_rep[1291] 8.994489e+00 0.215015680 8.621829e+00 8.896318e+00
y_rep[1292] 8.825054e+00 0.228487659 8.431656e+00 8.733541e+00
y_rep[1293] 8.507889e+00 0.215778378 8.121908e+00 8.421769e+00
y_rep[1294] 8.446357e+00 0.210330590 8.099883e+00 8.354699e+00
y_rep[1295] 8.327749e+00 0.230224935 7.931232e+00 8.244504e+00
y_rep[1296] 8.169404e+00 0.231539745 7.805984e+00 8.081890e+00
y_rep[1297] 8.108363e+00 0.204570299 7.743374e+00 8.024112e+00
y_rep[1298] 8.093617e+00 0.253111102 7.717862e+00 8.000448e+00
y_rep[1299] 7.788134e+00 0.205041710 7.396510e+00 7.701310e+00
y_rep[1300] 7.983445e+00 0.226364591 7.600625e+00 7.891955e+00
y_rep[1301] 7.705157e+00 0.209084473 7.293020e+00 7.615058e+00
y_rep[1302] 7.873209e+00 0.194400424 7.469169e+00 7.782958e+00
y_rep[1303] 7.901179e+00 0.256353900 7.523773e+00 7.822611e+00
y_rep[1304] 7.931513e+00 0.199201772 7.577777e+00 7.840691e+00
y_rep[1305] 7.927159e+00 0.236434542 7.521841e+00 7.832451e+00
y_rep[1306] 8.253110e+00 0.468363689 7.860600e+00 8.172343e+00
y_rep[1307] 8.074504e+00 0.216368092 7.700006e+00 7.986601e+00
y_rep[1308] 8.004771e+00 0.204324353 7.579155e+00 7.909847e+00
y_rep[1309] 8.034696e+00 0.204796140 7.632768e+00 7.947977e+00
y_rep[1310] 8.316072e+00 0.255935237 7.926278e+00 8.222065e+00
y_rep[1311] 7.808197e+00 0.200793228 7.402713e+00 7.717613e+00
y_rep[1312] 8.392795e+00 0.236668429 8.023720e+00 8.295557e+00
y_rep[1313] 8.291232e+00 0.192559146 7.935042e+00 8.194866e+00
y_rep[1314] 8.393485e+00 0.190820266 8.038927e+00 8.307320e+00
y_rep[1315] 8.310014e+00 0.372457671 7.913391e+00 8.213667e+00
y_rep[1316] 8.230385e+00 0.242170589 7.858985e+00 8.137592e+00
y_rep[1317] 8.429727e+00 0.206698296 8.050106e+00 8.341149e+00
y_rep[1318] 8.431403e+00 0.196099647 8.036406e+00 8.345913e+00
y_rep[1319] 9.489900e+00 0.213399142 9.075196e+00 9.406938e+00
y_rep[1320] 9.703478e+00 0.209317888 9.312568e+00 9.605108e+00
y_rep[1321] 9.551830e+00 0.292697376 9.166504e+00 9.448573e+00
y_rep[1322] 9.637964e+00 0.298225208 9.214793e+00 9.543857e+00
y_rep[1323] 9.525675e+00 0.225575493 9.121560e+00 9.432849e+00
y_rep[1324] 9.598651e+00 0.206375182 9.235902e+00 9.506703e+00
y_rep[1325] 1.005014e+01 0.244677413 9.673042e+00 9.962304e+00
y_rep[1326] 9.756026e+00 0.233912415 9.380111e+00 9.669621e+00
y_rep[1327] 9.632003e+00 0.267942966 9.176407e+00 9.545495e+00
y_rep[1328] 9.613674e+00 0.201805822 9.198218e+00 9.528787e+00
y_rep[1329] 9.489274e+00 0.196283435 9.102081e+00 9.399586e+00
y_rep[1330] 9.692857e+00 0.221402792 9.318300e+00 9.602891e+00
y_rep[1331] 1.003919e+01 0.204436859 9.682996e+00 9.946152e+00
y_rep[1332] 9.808182e+00 0.224886859 9.367640e+00 9.724378e+00
y_rep[1333] 9.657957e+00 0.205223311 9.286202e+00 9.563673e+00
y_rep[1334] 9.591333e+00 0.196516592 9.194986e+00 9.504654e+00
y_rep[1335] 9.448328e+00 0.198163730 9.032477e+00 9.364225e+00
y_rep[1336] 9.842791e+00 0.213742817 9.447087e+00 9.756105e+00
y_rep[1337] 9.925906e+00 0.209250166 9.545412e+00 9.825768e+00
y_rep[1338] 9.634789e+00 0.201971865 9.248681e+00 9.544273e+00
y_rep[1339] 9.626236e+00 0.203447716 9.215956e+00 9.529305e+00
y_rep[1340] 9.693075e+00 0.211193439 9.256313e+00 9.604419e+00
y_rep[1341] 9.730639e+00 0.211239425 9.299189e+00 9.648485e+00
y_rep[1342] 9.905031e+00 0.214123960 9.512585e+00 9.816549e+00
y_rep[1343] 9.897363e+00 0.242008751 9.505771e+00 9.801339e+00
y_rep[1344] 9.936244e+00 0.191565017 9.535912e+00 9.850708e+00
y_rep[1345] 9.764830e+00 0.222271350 9.364288e+00 9.667767e+00
y_rep[1346] 9.794584e+00 0.206873823 9.424210e+00 9.702191e+00
y_rep[1347] 9.662631e+00 0.209019823 9.247579e+00 9.566392e+00
y_rep[1348] 9.607114e+00 0.194801401 9.243351e+00 9.523322e+00
y_rep[1349] 9.506428e+00 0.195417847 9.156496e+00 9.418492e+00
y_rep[1350] 9.687113e+00 0.195600142 9.295828e+00 9.591854e+00
y_rep[1351] 9.753448e+00 0.206541313 9.346269e+00 9.661675e+00
y_rep[1352] 9.713918e+00 0.197137123 9.286480e+00 9.626523e+00
y_rep[1353] 9.969655e+00 0.202765100 9.575927e+00 9.885244e+00
y_rep[1354] 9.871491e+00 0.224577846 9.472255e+00 9.775934e+00
y_rep[1355] 9.731931e+00 0.245561206 9.316080e+00 9.640819e+00
y_rep[1356] 9.752282e+00 0.198375772 9.311034e+00 9.667971e+00
y_rep[1357] 9.900290e+00 0.185705945 9.508795e+00 9.808455e+00
y_rep[1358] 9.820142e+00 0.207953167 9.450667e+00 9.735075e+00
y_rep[1359] 9.375117e+00 0.215691059 8.973241e+00 9.284772e+00
y_rep[1360] 9.228216e+00 0.215526004 8.858410e+00 9.137204e+00
y_rep[1361] 8.779304e+00 0.324805190 8.393979e+00 8.680138e+00
y_rep[1362] 8.678865e+00 0.226191026 8.290872e+00 8.587880e+00
y_rep[1363] 8.720665e+00 0.257807645 8.330204e+00 8.630833e+00
y_rep[1364] 8.497251e+00 0.204726521 8.115737e+00 8.412033e+00
y_rep[1365] 8.539419e+00 0.237953396 8.176813e+00 8.456600e+00
y_rep[1366] 8.069026e+00 0.295320405 7.689301e+00 7.972077e+00
y_rep[1367] 8.171105e+00 0.209575918 7.807493e+00 8.087250e+00
y_rep[1368] 7.891403e+00 0.275283215 7.502059e+00 7.795477e+00
y_rep[1369] 7.918260e+00 0.209074289 7.497184e+00 7.830218e+00
y_rep[1370] 7.715984e+00 0.228577846 7.249184e+00 7.624798e+00
y_rep[1371] 7.548265e+00 0.353993709 7.128370e+00 7.448537e+00
y_rep[1372] 8.018335e+00 0.196055115 7.604502e+00 7.924915e+00
y_rep[1373] 8.297217e+00 0.200295639 7.892768e+00 8.208804e+00
y_rep[1374] 8.002419e+00 0.212528555 7.635312e+00 7.911965e+00
y_rep[1375] 7.877244e+00 0.199581461 7.453953e+00 7.782611e+00
y_rep[1376] 7.777991e+00 0.233954447 7.355941e+00 7.683995e+00
y_rep[1377] 7.667840e+00 0.227095758 7.289070e+00 7.570190e+00
y_rep[1378] 7.769001e+00 0.200910612 7.400577e+00 7.671814e+00
y_rep[1379] 7.807464e+00 0.191945553 7.435263e+00 7.715608e+00
y_rep[1380] 7.486745e+00 0.222904938 7.089686e+00 7.397681e+00
y_rep[1381] 7.835306e+00 0.225094963 7.470454e+00 7.746311e+00
y_rep[1382] 8.134073e+00 0.314080411 7.747755e+00 8.035996e+00
y_rep[1383] 8.018359e+00 0.198965939 7.667524e+00 7.929198e+00
y_rep[1384] 8.461067e+00 0.204987566 8.075102e+00 8.375798e+00
y_rep[1385] 8.629736e+00 0.285318729 8.221266e+00 8.541496e+00
y_rep[1386] 8.426896e+00 0.199802071 8.007327e+00 8.343131e+00
y_rep[1387] 8.492758e+00 0.217709210 8.115983e+00 8.399894e+00
y_rep[1388] 8.407263e+00 0.196349965 8.005586e+00 8.320536e+00
y_rep[1389] 8.311586e+00 0.252372604 7.940734e+00 8.217392e+00
y_rep[1390] 8.363359e+00 0.221273175 7.966680e+00 8.279727e+00
y_rep[1391] 8.348449e+00 0.232671553 7.942158e+00 8.255827e+00
y_rep[1392] 8.262201e+00 0.212398174 7.888753e+00 8.162047e+00
y_rep[1393] 8.236476e+00 0.214768930 7.858527e+00 8.146712e+00
y_rep[1394] 8.116283e+00 0.206610368 7.735293e+00 8.032217e+00
y_rep[1395] 7.859551e+00 0.210454728 7.471292e+00 7.766824e+00
y_rep[1396] 8.249238e+00 0.217757398 7.856140e+00 8.154468e+00
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y_rep[1398] 8.773814e+00 0.231447213 8.348332e+00 8.690367e+00
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log_lik[1441] 9.245005e-01 0.064984455 7.886675e-01 8.806015e-01
log_lik[1442] 1.087692e+00 0.052663157 9.702546e-01 1.058054e+00
log_lik[1443] 6.607171e-01 0.077489496 5.010062e-01 6.102082e-01
log_lik[1444] 2.325270e-01 0.132027993 -3.138725e-02 1.452908e-01
log_lik[1445] -5.534642e-01 0.122388617 -7.938895e-01 -6.379224e-01
log_lik[1446] 9.912888e-01 0.060649086 8.627331e-01 9.522021e-01
log_lik[1447] -7.488337e-02 0.173393533 -4.207811e-01 -1.861873e-01
log_lik[1448] 6.074069e-01 0.061895308 4.845564e-01 5.664604e-01
log_lik[1449] -6.907212e-01 0.067911598 -8.237246e-01 -7.351541e-01
log_lik[1450] -5.639342e+00 0.191634922 -6.018560e+00 -5.763010e+00
log_lik[1451] 8.161128e-01 0.158835055 4.683117e-01 7.144551e-01
log_lik[1452] 1.033593e+00 0.058566608 9.082526e-01 9.983360e-01
log_lik[1453] 9.077833e-02 0.065810198 -3.995962e-02 4.647508e-02
log_lik[1454] 4.058629e-01 0.096021187 2.058124e-01 3.428085e-01
log_lik[1455] -1.074914e+00 0.134609677 -1.337739e+00 -1.160804e+00
log_lik[1456] 1.073217e+00 0.044388938 9.822662e-01 1.044454e+00
log_lik[1457] 3.930114e-01 0.127240717 1.413083e-01 3.096383e-01
log_lik[1458] 3.823258e-01 0.073741936 2.343623e-01 3.322724e-01
log_lik[1459] 7.560356e-01 0.099191682 5.605506e-01 6.909612e-01
log_lik[1460] -4.168885e+00 0.126623312 -4.420702e+00 -4.253895e+00
y_hat 1.230789e+01 0.201322263 1.188518e+01 1.221195e+01
lp__ 1.326174e+03 1.967718383 1.321626e+03 1.324948e+03
stats
parameter 50% 75% 97.5%
alpha 1.230544e+01 1.230813e+01 1.231293e+01
beta[1] 6.270702e-01 6.935238e-01 8.098431e-01
beta[2] 6.629306e-01 7.331486e-01 8.740155e-01
beta[3] 1.900279e+00 1.988785e+00 2.137088e+00
beta_mu[1] 8.944372e-01 1.196838e+01 3.267867e+01
beta_mu[2] 1.374983e+00 1.246966e+01 3.218653e+01
beta_mu[3] 1.379310e+00 1.233722e+01 3.540519e+01
sigma 1.161086e-01 1.186977e-01 1.233481e-01
nu 2.694436e+00 2.828559e+00 3.113371e+00
mu[1] 1.651811e+01 1.652332e+01 1.653357e+01
mu[2] 1.685647e+01 1.686191e+01 1.687293e+01
mu[3] 1.641263e+01 1.641887e+01 1.643175e+01
mu[4] 1.709899e+01 1.710520e+01 1.711626e+01
mu[5] 1.715294e+01 1.716488e+01 1.718796e+01
mu[6] 1.769488e+01 1.770174e+01 1.771561e+01
mu[7] 1.735219e+01 1.736305e+01 1.738281e+01
mu[8] 1.763637e+01 1.765162e+01 1.767809e+01
mu[9] 1.735277e+01 1.735858e+01 1.737001e+01
mu[10] 1.780522e+01 1.781196e+01 1.782352e+01
mu[11] 1.801524e+01 1.802205e+01 1.803299e+01
mu[12] 1.914848e+01 1.915649e+01 1.917079e+01
mu[13] 1.895757e+01 1.896410e+01 1.897732e+01
mu[14] 1.843073e+01 1.843767e+01 1.845015e+01
mu[15] 1.750591e+01 1.752029e+01 1.754671e+01
mu[16] 1.688536e+01 1.689088e+01 1.690127e+01
mu[17] 1.720070e+01 1.721035e+01 1.722812e+01
mu[18] 1.746854e+01 1.747569e+01 1.748838e+01
mu[19] 1.720022e+01 1.720568e+01 1.721734e+01
mu[20] 1.648288e+01 1.648988e+01 1.650268e+01
mu[21] 1.624296e+01 1.624806e+01 1.625874e+01
mu[22] 1.638831e+01 1.639321e+01 1.640266e+01
mu[23] 1.634530e+01 1.635069e+01 1.636195e+01
mu[24] 1.683942e+01 1.684532e+01 1.685478e+01
mu[25] 1.693191e+01 1.693735e+01 1.694760e+01
mu[26] 1.618901e+01 1.619608e+01 1.620980e+01
mu[27] 1.606095e+01 1.606750e+01 1.607980e+01
mu[28] 1.584652e+01 1.585509e+01 1.587129e+01
mu[29] 1.543828e+01 1.544263e+01 1.545122e+01
mu[30] 1.523860e+01 1.524454e+01 1.525524e+01
mu[31] 1.531745e+01 1.532426e+01 1.533734e+01
mu[32] 1.467604e+01 1.468209e+01 1.469365e+01
mu[33] 1.415278e+01 1.415702e+01 1.416515e+01
mu[34] 1.393591e+01 1.393953e+01 1.394630e+01
mu[35] 1.322626e+01 1.323723e+01 1.325911e+01
mu[36] 1.317208e+01 1.317634e+01 1.318401e+01
mu[37] 1.361247e+01 1.361828e+01 1.362876e+01
mu[38] 1.481215e+01 1.482630e+01 1.485210e+01
mu[39] 1.522437e+01 1.522864e+01 1.523679e+01
mu[40] 1.479097e+01 1.479572e+01 1.480463e+01
mu[41] 1.468716e+01 1.469107e+01 1.469868e+01
mu[42] 1.489576e+01 1.490078e+01 1.490995e+01
mu[43] 1.475426e+01 1.475813e+01 1.476542e+01
mu[44] 1.522811e+01 1.523403e+01 1.524600e+01
mu[45] 1.463166e+01 1.463623e+01 1.464547e+01
mu[46] 1.376794e+01 1.377346e+01 1.378374e+01
mu[47] 1.360668e+01 1.361251e+01 1.362341e+01
mu[48] 1.380758e+01 1.381217e+01 1.381986e+01
mu[49] 1.450059e+01 1.450710e+01 1.451926e+01
mu[50] 1.493887e+01 1.494500e+01 1.495597e+01
mu[51] 1.501383e+01 1.502010e+01 1.503180e+01
mu[52] 1.440309e+01 1.440927e+01 1.442127e+01
mu[53] 1.424269e+01 1.424639e+01 1.425340e+01
mu[54] 1.432360e+01 1.432776e+01 1.433494e+01
mu[55] 1.423834e+01 1.424511e+01 1.425687e+01
mu[56] 1.432685e+01 1.433078e+01 1.433752e+01
mu[57] 1.450383e+01 1.450999e+01 1.452131e+01
mu[58] 1.471720e+01 1.472127e+01 1.472861e+01
mu[59] 1.412146e+01 1.412532e+01 1.413331e+01
mu[60] 1.394858e+01 1.395226e+01 1.395935e+01
mu[61] 1.308089e+01 1.309272e+01 1.311515e+01
mu[62] 1.304001e+01 1.304363e+01 1.305085e+01
mu[63] 1.416547e+01 1.416945e+01 1.417788e+01
mu[64] 1.397956e+01 1.398322e+01 1.399040e+01
mu[65] 1.357662e+01 1.358096e+01 1.358906e+01
mu[66] 1.328361e+01 1.328704e+01 1.329342e+01
mu[67] 1.338855e+01 1.339208e+01 1.339876e+01
mu[68] 1.355939e+01 1.356315e+01 1.356981e+01
mu[69] 1.387649e+01 1.388228e+01 1.389343e+01
mu[70] 1.402844e+01 1.403324e+01 1.404157e+01
mu[71] 1.381924e+01 1.382420e+01 1.383372e+01
mu[72] 1.289497e+01 1.290148e+01 1.291461e+01
mu[73] 1.234748e+01 1.235070e+01 1.235641e+01
mu[74] 1.226338e+01 1.226625e+01 1.227181e+01
mu[75] 1.219218e+01 1.219543e+01 1.220165e+01
mu[76] 1.292952e+01 1.293411e+01 1.294239e+01
mu[77] 1.295644e+01 1.295961e+01 1.296498e+01
mu[78] 1.285669e+01 1.285977e+01 1.286581e+01
mu[79] 1.240224e+01 1.240557e+01 1.241200e+01
mu[80] 1.238503e+01 1.238948e+01 1.239856e+01
mu[81] 1.234178e+01 1.234482e+01 1.235045e+01
mu[82] 1.249757e+01 1.250046e+01 1.250576e+01
mu[83] 1.269161e+01 1.269499e+01 1.270139e+01
mu[84] 1.295180e+01 1.295689e+01 1.296601e+01
mu[85] 1.261345e+01 1.261666e+01 1.262355e+01
mu[86] 1.209751e+01 1.210287e+01 1.211317e+01
mu[87] 1.283722e+01 1.284320e+01 1.285465e+01
mu[88] 1.312184e+01 1.312520e+01 1.313185e+01
mu[89] 1.307758e+01 1.308164e+01 1.308978e+01
mu[90] 1.379771e+01 1.380401e+01 1.381656e+01
mu[91] 1.380735e+01 1.381099e+01 1.381797e+01
mu[92] 1.345701e+01 1.346017e+01 1.346643e+01
mu[93] 1.314234e+01 1.314541e+01 1.315130e+01
mu[94] 1.338116e+01 1.338519e+01 1.339204e+01
mu[95] 1.338562e+01 1.338955e+01 1.339766e+01
mu[96] 1.359289e+01 1.359713e+01 1.360593e+01
mu[97] 1.374488e+01 1.374882e+01 1.375523e+01
mu[98] 1.349571e+01 1.349984e+01 1.350781e+01
mu[99] 1.302806e+01 1.303156e+01 1.303758e+01
mu[100] 1.280806e+01 1.281119e+01 1.281662e+01
mu[101] 1.278147e+01 1.278790e+01 1.279799e+01
mu[102] 1.318807e+01 1.319230e+01 1.320026e+01
mu[103] 1.414567e+01 1.414953e+01 1.415633e+01
mu[104] 1.369802e+01 1.370573e+01 1.372085e+01
mu[105] 1.346574e+01 1.347014e+01 1.347851e+01
mu[106] 1.336970e+01 1.337364e+01 1.338075e+01
mu[107] 1.288206e+01 1.288514e+01 1.289108e+01
mu[108] 1.294494e+01 1.294881e+01 1.295579e+01
mu[109] 1.348010e+01 1.348463e+01 1.349252e+01
mu[110] 1.341010e+01 1.341534e+01 1.342553e+01
mu[111] 1.285920e+01 1.286300e+01 1.286947e+01
mu[112] 1.279507e+01 1.279944e+01 1.280690e+01
mu[113] 1.186969e+01 1.187620e+01 1.188786e+01
mu[114] 1.138421e+01 1.138671e+01 1.139191e+01
mu[115] 1.156962e+01 1.157431e+01 1.158187e+01
mu[116] 1.209949e+01 1.210712e+01 1.212129e+01
mu[117] 1.208644e+01 1.209130e+01 1.210097e+01
mu[118] 1.167297e+01 1.167595e+01 1.168155e+01
mu[119] 1.154532e+01 1.154813e+01 1.155378e+01
mu[120] 1.119642e+01 1.119913e+01 1.120467e+01
mu[121] 1.117054e+01 1.117347e+01 1.117913e+01
mu[122] 1.161799e+01 1.162180e+01 1.162907e+01
mu[123] 1.198137e+01 1.198470e+01 1.199063e+01
mu[124] 1.208150e+01 1.208409e+01 1.208893e+01
mu[125] 1.197042e+01 1.197746e+01 1.199027e+01
mu[126] 1.147257e+01 1.147702e+01 1.148575e+01
mu[127] 1.110883e+01 1.111292e+01 1.112046e+01
mu[128] 1.123280e+01 1.123613e+01 1.124243e+01
mu[129] 1.129453e+01 1.129906e+01 1.130668e+01
mu[130] 1.147666e+01 1.147952e+01 1.148551e+01
mu[131] 1.144332e+01 1.144592e+01 1.145118e+01
mu[132] 1.086032e+01 1.086389e+01 1.087048e+01
mu[133] 1.056487e+01 1.056967e+01 1.057790e+01
mu[134] 1.069433e+01 1.069711e+01 1.070309e+01
mu[135] 1.090816e+01 1.091092e+01 1.091600e+01
mu[136] 1.078357e+01 1.078669e+01 1.079308e+01
mu[137] 1.153805e+01 1.154389e+01 1.155340e+01
mu[138] 1.151170e+01 1.151593e+01 1.152461e+01
mu[139] 1.108009e+01 1.108253e+01 1.108799e+01
mu[140] 1.081664e+01 1.082018e+01 1.082724e+01
mu[141] 1.164883e+01 1.165680e+01 1.166893e+01
mu[142] 1.124498e+01 1.124950e+01 1.125906e+01
mu[143] 1.135649e+01 1.135908e+01 1.136421e+01
mu[144] 1.129639e+01 1.129899e+01 1.130413e+01
mu[145] 1.053476e+01 1.053985e+01 1.054912e+01
mu[146] 1.024744e+01 1.025024e+01 1.025614e+01
mu[147] 1.027596e+01 1.027983e+01 1.028790e+01
mu[148] 1.064659e+01 1.064980e+01 1.065578e+01
mu[149] 1.058065e+01 1.058419e+01 1.059072e+01
mu[150] 1.084694e+01 1.084954e+01 1.085482e+01
mu[151] 1.070615e+01 1.071060e+01 1.071829e+01
mu[152] 1.065781e+01 1.066134e+01 1.066821e+01
mu[153] 1.019173e+01 1.019541e+01 1.020242e+01
mu[154] 1.002543e+01 1.002860e+01 1.003520e+01
mu[155] 1.019482e+01 1.019805e+01 1.020367e+01
mu[156] 1.090113e+01 1.090756e+01 1.091861e+01
mu[157] 1.118507e+01 1.119009e+01 1.119905e+01
mu[158] 1.132219e+01 1.132555e+01 1.133207e+01
mu[159] 1.118216e+01 1.118577e+01 1.119221e+01
mu[160] 1.045197e+01 1.045610e+01 1.046420e+01
mu[161] 1.027810e+01 1.028177e+01 1.028842e+01
mu[162] 1.077822e+01 1.078219e+01 1.079027e+01
mu[163] 1.090062e+01 1.090342e+01 1.090910e+01
mu[164] 1.084015e+01 1.084446e+01 1.085245e+01
mu[165] 1.080112e+01 1.080387e+01 1.080969e+01
mu[166] 1.092181e+01 1.092695e+01 1.093590e+01
mu[167] 1.072115e+01 1.072362e+01 1.072899e+01
mu[168] 1.062209e+01 1.062533e+01 1.063161e+01
mu[169] 1.329402e+01 1.331245e+01 1.334371e+01
mu[170] 1.748665e+01 1.754142e+01 1.764748e+01
mu[171] 1.648829e+01 1.649698e+01 1.651031e+01
mu[172] 1.666149e+01 1.666972e+01 1.668477e+01
mu[173] 1.692935e+01 1.693789e+01 1.695357e+01
mu[174] 1.699255e+01 1.699907e+01 1.701078e+01
mu[175] 1.758644e+01 1.759907e+01 1.762335e+01
mu[176] 1.787387e+01 1.788405e+01 1.790373e+01
mu[177] 1.722528e+01 1.723364e+01 1.724938e+01
mu[178] 1.739931e+01 1.740574e+01 1.741756e+01
mu[179] 1.761413e+01 1.762743e+01 1.765245e+01
mu[180] 1.737160e+01 1.738195e+01 1.740154e+01
mu[181] 1.720427e+01 1.721104e+01 1.722269e+01
mu[182] 1.725169e+01 1.726017e+01 1.727574e+01
mu[183] 1.687930e+01 1.688739e+01 1.690302e+01
mu[184] 1.733079e+01 1.734101e+01 1.735924e+01
mu[185] 1.751848e+01 1.752508e+01 1.753788e+01
mu[186] 1.710197e+01 1.710870e+01 1.712157e+01
mu[187] 1.711907e+01 1.712631e+01 1.714020e+01
mu[188] 1.709945e+01 1.710497e+01 1.711548e+01
mu[189] 1.754609e+01 1.755478e+01 1.757189e+01
mu[190] 1.767417e+01 1.768123e+01 1.769461e+01
mu[191] 1.871173e+01 1.873318e+01 1.876784e+01
mu[192] 1.725921e+01 1.729834e+01 1.736655e+01
mu[193] 1.433254e+01 1.434189e+01 1.435811e+01
mu[194] 1.420255e+01 1.420978e+01 1.422411e+01
mu[195] 1.381907e+01 1.382377e+01 1.383286e+01
mu[196] 1.312589e+01 1.313473e+01 1.315241e+01
mu[197] 1.290971e+01 1.291351e+01 1.291999e+01
mu[198] 1.321648e+01 1.322361e+01 1.323839e+01
mu[199] 1.394554e+01 1.395338e+01 1.396620e+01
mu[200] 1.391748e+01 1.392257e+01 1.393113e+01
mu[201] 1.363447e+01 1.363805e+01 1.364457e+01
mu[202] 1.316598e+01 1.316924e+01 1.317530e+01
mu[203] 1.304329e+01 1.304667e+01 1.305375e+01
mu[204] 1.441343e+01 1.442535e+01 1.444718e+01
mu[205] 1.554216e+01 1.554872e+01 1.556167e+01
mu[206] 1.546700e+01 1.547574e+01 1.549023e+01
mu[207] 1.514133e+01 1.514569e+01 1.515326e+01
mu[208] 1.517172e+01 1.517600e+01 1.518373e+01
mu[209] 1.474105e+01 1.474813e+01 1.476090e+01
mu[210] 1.479379e+01 1.479959e+01 1.481081e+01
mu[211] 1.483255e+01 1.483858e+01 1.484918e+01
mu[212] 1.493765e+01 1.494175e+01 1.495009e+01
mu[213] 1.445990e+01 1.446586e+01 1.447771e+01
mu[214] 1.406832e+01 1.407179e+01 1.407829e+01
mu[215] 1.364046e+01 1.364551e+01 1.365434e+01
mu[216] 1.343881e+01 1.345994e+01 1.350001e+01
mu[217] 1.355374e+01 1.355908e+01 1.356886e+01
mu[218] 1.408631e+01 1.409261e+01 1.410397e+01
mu[219] 1.436060e+01 1.436423e+01 1.437151e+01
mu[220] 1.418820e+01 1.419189e+01 1.419913e+01
mu[221] 1.374847e+01 1.375317e+01 1.376248e+01
mu[222] 1.314225e+01 1.314780e+01 1.315897e+01
mu[223] 1.316641e+01 1.317033e+01 1.317711e+01
mu[224] 1.316705e+01 1.317214e+01 1.318036e+01
mu[225] 1.361385e+01 1.362142e+01 1.363434e+01
mu[226] 1.328803e+01 1.329938e+01 1.331845e+01
mu[227] 1.271514e+01 1.271983e+01 1.272888e+01
mu[228] 1.194239e+01 1.194803e+01 1.195964e+01
mu[229] 1.172091e+01 1.172382e+01 1.172952e+01
mu[230] 1.150372e+01 1.150888e+01 1.151867e+01
mu[231] 1.164569e+01 1.164965e+01 1.165612e+01
mu[232] 1.261281e+01 1.262044e+01 1.263358e+01
mu[233] 1.260528e+01 1.260841e+01 1.261457e+01
mu[234] 1.214090e+01 1.214389e+01 1.214963e+01
mu[235] 1.236196e+01 1.236652e+01 1.237512e+01
mu[236] 1.260223e+01 1.260663e+01 1.261585e+01
mu[237] 1.265127e+01 1.265509e+01 1.266244e+01
mu[238] 1.261093e+01 1.261421e+01 1.261967e+01
mu[239] 1.347819e+01 1.348140e+01 1.348725e+01
mu[240] 1.404378e+01 1.404882e+01 1.405742e+01
mu[241] 1.351924e+01 1.352283e+01 1.352966e+01
mu[242] 1.345185e+01 1.345781e+01 1.346774e+01
mu[243] 1.352037e+01 1.352472e+01 1.353173e+01
mu[244] 1.355662e+01 1.356135e+01 1.356979e+01
mu[245] 1.385563e+01 1.386058e+01 1.387031e+01
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mu[1358] 9.824670e+00 9.828014e+00 9.834095e+00
mu[1359] 9.372950e+00 9.377190e+00 9.385776e+00
mu[1360] 9.229845e+00 9.233539e+00 9.240535e+00
mu[1361] 8.769110e+00 8.772638e+00 8.779928e+00
mu[1362] 8.681307e+00 8.686128e+00 8.694515e+00
mu[1363] 8.727527e+00 8.731698e+00 8.739760e+00
mu[1364] 8.495155e+00 8.500429e+00 8.510368e+00
mu[1365] 8.540866e+00 8.544616e+00 8.552451e+00
mu[1366] 8.061678e+00 8.065856e+00 8.074098e+00
mu[1367] 8.171056e+00 8.176086e+00 8.185507e+00
mu[1368] 7.888794e+00 7.893294e+00 7.901581e+00
mu[1369] 7.925873e+00 7.930229e+00 7.938274e+00
mu[1370] 7.722249e+00 7.727721e+00 7.738599e+00
mu[1371] 7.541870e+00 7.546862e+00 7.556448e+00
mu[1372] 8.021351e+00 8.026450e+00 8.035860e+00
mu[1373] 8.297443e+00 8.302232e+00 8.311442e+00
mu[1374] 7.994382e+00 7.999371e+00 8.008679e+00
mu[1375] 7.881943e+00 7.886250e+00 7.894428e+00
mu[1376] 7.770964e+00 7.775649e+00 7.785045e+00
mu[1377] 7.670572e+00 7.674963e+00 7.683372e+00
mu[1378] 7.760171e+00 7.764768e+00 7.773487e+00
mu[1379] 7.809191e+00 7.813678e+00 7.822259e+00
mu[1380] 7.479253e+00 7.484767e+00 7.495907e+00
mu[1381] 7.836778e+00 7.841726e+00 7.850923e+00
mu[1382] 8.132672e+00 8.136792e+00 8.145260e+00
mu[1383] 8.015443e+00 8.021299e+00 8.032217e+00
mu[1384] 8.464043e+00 8.468176e+00 8.476038e+00
mu[1385] 8.630838e+00 8.636121e+00 8.645391e+00
mu[1386] 8.433201e+00 8.437257e+00 8.444931e+00
mu[1387] 8.491520e+00 8.495737e+00 8.503565e+00
mu[1388] 8.417185e+00 8.421198e+00 8.429620e+00
mu[1389] 8.294389e+00 8.299804e+00 8.310316e+00
mu[1390] 8.374290e+00 8.378531e+00 8.387085e+00
mu[1391] 8.348983e+00 8.353446e+00 8.361295e+00
mu[1392] 8.251453e+00 8.255601e+00 8.263134e+00
mu[1393] 8.240952e+00 8.246679e+00 8.257112e+00
mu[1394] 8.123238e+00 8.127930e+00 8.136509e+00
mu[1395] 7.851168e+00 7.855629e+00 7.864702e+00
mu[1396] 8.241929e+00 8.247635e+00 8.258008e+00
mu[1397] 8.114511e+00 8.119016e+00 8.127494e+00
mu[1398] 8.780644e+00 8.784674e+00 8.792201e+00
mu[1399] 9.804290e+00 9.811752e+00 9.824445e+00
mu[1400] 9.355573e+00 9.360064e+00 9.369105e+00
mu[1401] 9.564255e+00 9.568727e+00 9.577802e+00
mu[1402] 9.826357e+00 9.831228e+00 9.840232e+00
mu[1403] 1.000058e+01 1.000358e+01 1.001013e+01
mu[1404] 9.883093e+00 9.887136e+00 9.894665e+00
mu[1405] 9.765405e+00 9.770008e+00 9.778950e+00
mu[1406] 9.789665e+00 9.793924e+00 9.801552e+00
mu[1407] 9.656943e+00 9.660821e+00 9.667990e+00
mu[1408] 9.756767e+00 9.761712e+00 9.770963e+00
mu[1409] 1.002030e+01 1.002519e+01 1.003420e+01
mu[1410] 9.964350e+00 9.968993e+00 9.976829e+00
mu[1411] 1.021918e+01 1.022516e+01 1.023580e+01
mu[1412] 1.011272e+01 1.011770e+01 1.012647e+01
mu[1413] 1.021196e+01 1.021495e+01 1.022084e+01
mu[1414] 1.090354e+01 1.091534e+01 1.093537e+01
mu[1415] 1.359326e+01 1.360344e+01 1.361946e+01
mu[1416] 1.328551e+01 1.328986e+01 1.329816e+01
mu[1417] 1.364934e+01 1.365294e+01 1.365919e+01
mu[1418] 1.376416e+01 1.377072e+01 1.378235e+01
mu[1419] 1.399532e+01 1.400447e+01 1.402290e+01
mu[1420] 1.473733e+01 1.474496e+01 1.475856e+01
mu[1421] 1.462736e+01 1.463112e+01 1.463812e+01
mu[1422] 1.450901e+01 1.451490e+01 1.452531e+01
mu[1423] 1.506126e+01 1.506657e+01 1.507689e+01
mu[1424] 1.849433e+01 1.851372e+01 1.855242e+01
mu[1425] 1.794616e+01 1.796293e+01 1.799559e+01
mu[1426] 1.727559e+01 1.728218e+01 1.729522e+01
mu[1427] 1.796035e+01 1.798295e+01 1.801843e+01
mu[1428] 1.803312e+01 1.804825e+01 1.807664e+01
mu[1429] 1.762778e+01 1.763587e+01 1.765068e+01
mu[1430] 1.779308e+01 1.779925e+01 1.781004e+01
mu[1431] 1.854807e+01 1.855815e+01 1.857730e+01
mu[1432] 1.851162e+01 1.852513e+01 1.855105e+01
mu[1433] 1.889695e+01 1.890953e+01 1.893339e+01
mu[1434] 1.840069e+01 1.840749e+01 1.841915e+01
mu[1435] 1.843554e+01 1.844365e+01 1.845724e+01
mu[1436] 1.823109e+01 1.824022e+01 1.825686e+01
mu[1437] 1.826678e+01 1.827320e+01 1.828587e+01
mu[1438] 1.783056e+01 1.784189e+01 1.786111e+01
mu[1439] 1.817673e+01 1.818388e+01 1.819651e+01
mu[1440] 1.776335e+01 1.776926e+01 1.778134e+01
mu[1441] 1.765996e+01 1.766719e+01 1.768091e+01
mu[1442] 1.698119e+01 1.699080e+01 1.700867e+01
mu[1443] 1.685981e+01 1.686649e+01 1.687851e+01
mu[1444] 1.698232e+01 1.699186e+01 1.701014e+01
mu[1445] 1.686933e+01 1.687759e+01 1.689344e+01
mu[1446] 1.585666e+01 1.586424e+01 1.587829e+01
mu[1447] 1.456209e+01 1.457355e+01 1.459540e+01
mu[1448] 1.443261e+01 1.443760e+01 1.444689e+01
mu[1449] 1.433670e+01 1.434070e+01 1.434754e+01
mu[1450] 1.347650e+01 1.348435e+01 1.350041e+01
mu[1451] 1.496965e+01 1.498536e+01 1.501355e+01
mu[1452] 1.471409e+01 1.472257e+01 1.473806e+01
mu[1453] 1.550726e+01 1.551172e+01 1.551947e+01
mu[1454] 1.542922e+01 1.543629e+01 1.544954e+01
mu[1455] 1.553330e+01 1.554314e+01 1.556060e+01
mu[1456] 1.594455e+01 1.595180e+01 1.596484e+01
mu[1457] 1.625080e+01 1.626047e+01 1.627884e+01
mu[1458] 1.580328e+01 1.580903e+01 1.581877e+01
mu[1459] 1.609515e+01 1.610463e+01 1.612103e+01
mu[1460] 1.628654e+01 1.629134e+01 1.630102e+01
y_rep[1] 1.652077e+01 1.660730e+01 1.689953e+01
y_rep[2] 1.685963e+01 1.694675e+01 1.728452e+01
y_rep[3] 1.641660e+01 1.650215e+01 1.681689e+01
y_rep[4] 1.709578e+01 1.719165e+01 1.745252e+01
y_rep[5] 1.715083e+01 1.724184e+01 1.753610e+01
y_rep[6] 1.769600e+01 1.778770e+01 1.811220e+01
y_rep[7] 1.735269e+01 1.744512e+01 1.778178e+01
y_rep[8] 1.763704e+01 1.772310e+01 1.799677e+01
y_rep[9] 1.735113e+01 1.744362e+01 1.774282e+01
y_rep[10] 1.780596e+01 1.789720e+01 1.821426e+01
y_rep[11] 1.801263e+01 1.810711e+01 1.844743e+01
y_rep[12] 1.914684e+01 1.924249e+01 1.949516e+01
y_rep[13] 1.896355e+01 1.904818e+01 1.938532e+01
y_rep[14] 1.842845e+01 1.851545e+01 1.879827e+01
y_rep[15] 1.749918e+01 1.759335e+01 1.785459e+01
y_rep[16] 1.689334e+01 1.698725e+01 1.733109e+01
y_rep[17] 1.719578e+01 1.728320e+01 1.757045e+01
y_rep[18] 1.746172e+01 1.755437e+01 1.788613e+01
y_rep[19] 1.720176e+01 1.728459e+01 1.757771e+01
y_rep[20] 1.648226e+01 1.658003e+01 1.690728e+01
y_rep[21] 1.624334e+01 1.633042e+01 1.657456e+01
y_rep[22] 1.638637e+01 1.647816e+01 1.683344e+01
y_rep[23] 1.634714e+01 1.644120e+01 1.675309e+01
y_rep[24] 1.684808e+01 1.693272e+01 1.722241e+01
y_rep[25] 1.693584e+01 1.703397e+01 1.732491e+01
y_rep[26] 1.619723e+01 1.627977e+01 1.656727e+01
y_rep[27] 1.606207e+01 1.615286e+01 1.645148e+01
y_rep[28] 1.584367e+01 1.593286e+01 1.626504e+01
y_rep[29] 1.544309e+01 1.553144e+01 1.588099e+01
y_rep[30] 1.523804e+01 1.533249e+01 1.566433e+01
y_rep[31] 1.531828e+01 1.540537e+01 1.569062e+01
y_rep[32] 1.467816e+01 1.476887e+01 1.503679e+01
y_rep[33] 1.415164e+01 1.424473e+01 1.456581e+01
y_rep[34] 1.394007e+01 1.402127e+01 1.431211e+01
y_rep[35] 1.322041e+01 1.331528e+01 1.362684e+01
y_rep[36] 1.317243e+01 1.326283e+01 1.354057e+01
y_rep[37] 1.361199e+01 1.370183e+01 1.396085e+01
y_rep[38] 1.480932e+01 1.489684e+01 1.518895e+01
y_rep[39] 1.522204e+01 1.531762e+01 1.561384e+01
y_rep[40] 1.479937e+01 1.489180e+01 1.520131e+01
y_rep[41] 1.469440e+01 1.478425e+01 1.511951e+01
y_rep[42] 1.489722e+01 1.498875e+01 1.529878e+01
y_rep[43] 1.475233e+01 1.484361e+01 1.516582e+01
y_rep[44] 1.522097e+01 1.530935e+01 1.559428e+01
y_rep[45] 1.463007e+01 1.472027e+01 1.499117e+01
y_rep[46] 1.377284e+01 1.386305e+01 1.415088e+01
y_rep[47] 1.360680e+01 1.369918e+01 1.400232e+01
y_rep[48] 1.380132e+01 1.388815e+01 1.417965e+01
y_rep[49] 1.450159e+01 1.458990e+01 1.489794e+01
y_rep[50] 1.493827e+01 1.502690e+01 1.533626e+01
y_rep[51] 1.501865e+01 1.510492e+01 1.539473e+01
y_rep[52] 1.440754e+01 1.449635e+01 1.478620e+01
y_rep[53] 1.423489e+01 1.433192e+01 1.461037e+01
y_rep[54] 1.432531e+01 1.441024e+01 1.468808e+01
y_rep[55] 1.424138e+01 1.432905e+01 1.465810e+01
y_rep[56] 1.432686e+01 1.441084e+01 1.474592e+01
y_rep[57] 1.450644e+01 1.459675e+01 1.489900e+01
y_rep[58] 1.470940e+01 1.480406e+01 1.510474e+01
y_rep[59] 1.412083e+01 1.420475e+01 1.451442e+01
y_rep[60] 1.395251e+01 1.404237e+01 1.443803e+01
y_rep[61] 1.307810e+01 1.316959e+01 1.347561e+01
y_rep[62] 1.304210e+01 1.312250e+01 1.338633e+01
y_rep[63] 1.416110e+01 1.424614e+01 1.455337e+01
y_rep[64] 1.398604e+01 1.407619e+01 1.438227e+01
y_rep[65] 1.357307e+01 1.365962e+01 1.391408e+01
y_rep[66] 1.328277e+01 1.337899e+01 1.369266e+01
y_rep[67] 1.338680e+01 1.346921e+01 1.374953e+01
y_rep[68] 1.355709e+01 1.364613e+01 1.395888e+01
y_rep[69] 1.386925e+01 1.396367e+01 1.425217e+01
y_rep[70] 1.403013e+01 1.411111e+01 1.440751e+01
y_rep[71] 1.381668e+01 1.391109e+01 1.423923e+01
y_rep[72] 1.289028e+01 1.298216e+01 1.329744e+01
y_rep[73] 1.234224e+01 1.243047e+01 1.270962e+01
y_rep[74] 1.226032e+01 1.235500e+01 1.263929e+01
y_rep[75] 1.219369e+01 1.227712e+01 1.257906e+01
y_rep[76] 1.293107e+01 1.301967e+01 1.332300e+01
y_rep[77] 1.295506e+01 1.304611e+01 1.335306e+01
y_rep[78] 1.285810e+01 1.295225e+01 1.328896e+01
y_rep[79] 1.240802e+01 1.248998e+01 1.280446e+01
y_rep[80] 1.239167e+01 1.248014e+01 1.277600e+01
y_rep[81] 1.234425e+01 1.242119e+01 1.268355e+01
y_rep[82] 1.250516e+01 1.259402e+01 1.288620e+01
y_rep[83] 1.268973e+01 1.278475e+01 1.307257e+01
y_rep[84] 1.295123e+01 1.303712e+01 1.330542e+01
y_rep[85] 1.261339e+01 1.270196e+01 1.302012e+01
y_rep[86] 1.209717e+01 1.218603e+01 1.245378e+01
y_rep[87] 1.283821e+01 1.294139e+01 1.323490e+01
y_rep[88] 1.312219e+01 1.320979e+01 1.350416e+01
y_rep[89] 1.307287e+01 1.315811e+01 1.348660e+01
y_rep[90] 1.379423e+01 1.388483e+01 1.421040e+01
y_rep[91] 1.380710e+01 1.389359e+01 1.422551e+01
y_rep[92] 1.345872e+01 1.355350e+01 1.390666e+01
y_rep[93] 1.313765e+01 1.323372e+01 1.354676e+01
y_rep[94] 1.338119e+01 1.347073e+01 1.374780e+01
y_rep[95] 1.338360e+01 1.347560e+01 1.375408e+01
y_rep[96] 1.359611e+01 1.368700e+01 1.397242e+01
y_rep[97] 1.373939e+01 1.383519e+01 1.410940e+01
y_rep[98] 1.348605e+01 1.357845e+01 1.388414e+01
y_rep[99] 1.303186e+01 1.312838e+01 1.340004e+01
y_rep[100] 1.280471e+01 1.289791e+01 1.318690e+01
y_rep[101] 1.277999e+01 1.287387e+01 1.318466e+01
y_rep[102] 1.318739e+01 1.327889e+01 1.355122e+01
y_rep[103] 1.414670e+01 1.423384e+01 1.452727e+01
y_rep[104] 1.369802e+01 1.378559e+01 1.406874e+01
y_rep[105] 1.346832e+01 1.356114e+01 1.388274e+01
y_rep[106] 1.337038e+01 1.345877e+01 1.375435e+01
y_rep[107] 1.288787e+01 1.297453e+01 1.330023e+01
y_rep[108] 1.295136e+01 1.303898e+01 1.333037e+01
y_rep[109] 1.347610e+01 1.356989e+01 1.389624e+01
y_rep[110] 1.341575e+01 1.351210e+01 1.385206e+01
y_rep[111] 1.285923e+01 1.294800e+01 1.326564e+01
y_rep[112] 1.280014e+01 1.289464e+01 1.323455e+01
y_rep[113] 1.187026e+01 1.195677e+01 1.225240e+01
y_rep[114] 1.138421e+01 1.147424e+01 1.179578e+01
y_rep[115] 1.156508e+01 1.165346e+01 1.195374e+01
y_rep[116] 1.209730e+01 1.218457e+01 1.254818e+01
y_rep[117] 1.208109e+01 1.216400e+01 1.245891e+01
y_rep[118] 1.166468e+01 1.175780e+01 1.207855e+01
y_rep[119] 1.154288e+01 1.162953e+01 1.190611e+01
y_rep[120] 1.119885e+01 1.128602e+01 1.160183e+01
y_rep[121] 1.117177e+01 1.126248e+01 1.152310e+01
y_rep[122] 1.161976e+01 1.171854e+01 1.203046e+01
y_rep[123] 1.198354e+01 1.206886e+01 1.238444e+01
y_rep[124] 1.207879e+01 1.217404e+01 1.248772e+01
y_rep[125] 1.196780e+01 1.205698e+01 1.236256e+01
y_rep[126] 1.147901e+01 1.156557e+01 1.184557e+01
y_rep[127] 1.110790e+01 1.120116e+01 1.149721e+01
y_rep[128] 1.123520e+01 1.132173e+01 1.165094e+01
y_rep[129] 1.128792e+01 1.138505e+01 1.173045e+01
y_rep[130] 1.147651e+01 1.156838e+01 1.186015e+01
y_rep[131] 1.143726e+01 1.153206e+01 1.183010e+01
y_rep[132] 1.086213e+01 1.095314e+01 1.125803e+01
y_rep[133] 1.056657e+01 1.065599e+01 1.095680e+01
y_rep[134] 1.069351e+01 1.078077e+01 1.107271e+01
y_rep[135] 1.090637e+01 1.100362e+01 1.134624e+01
y_rep[136] 1.078401e+01 1.087577e+01 1.121813e+01
y_rep[137] 1.154095e+01 1.163320e+01 1.191101e+01
y_rep[138] 1.151362e+01 1.160085e+01 1.188909e+01
y_rep[139] 1.107285e+01 1.116837e+01 1.143073e+01
y_rep[140] 1.082074e+01 1.091244e+01 1.120681e+01
y_rep[141] 1.165469e+01 1.173964e+01 1.206987e+01
y_rep[142] 1.124575e+01 1.133581e+01 1.164230e+01
y_rep[143] 1.135312e+01 1.143706e+01 1.176371e+01
y_rep[144] 1.129450e+01 1.138848e+01 1.166894e+01
y_rep[145] 1.053271e+01 1.062706e+01 1.094801e+01
y_rep[146] 1.024747e+01 1.032868e+01 1.065288e+01
y_rep[147] 1.026609e+01 1.035757e+01 1.068120e+01
y_rep[148] 1.064857e+01 1.073284e+01 1.103648e+01
y_rep[149] 1.057769e+01 1.066808e+01 1.100116e+01
y_rep[150] 1.084802e+01 1.094058e+01 1.123251e+01
y_rep[151] 1.070662e+01 1.079717e+01 1.108814e+01
y_rep[152] 1.066133e+01 1.075167e+01 1.109203e+01
y_rep[153] 1.019392e+01 1.028777e+01 1.059086e+01
y_rep[154] 1.002848e+01 1.012305e+01 1.045143e+01
y_rep[155] 1.020168e+01 1.028115e+01 1.057311e+01
y_rep[156] 1.089830e+01 1.099943e+01 1.136758e+01
y_rep[157] 1.118825e+01 1.128316e+01 1.163039e+01
y_rep[158] 1.131366e+01 1.141474e+01 1.169962e+01
y_rep[159] 1.118096e+01 1.127353e+01 1.156676e+01
y_rep[160] 1.044984e+01 1.053729e+01 1.085881e+01
y_rep[161] 1.028122e+01 1.037492e+01 1.068337e+01
y_rep[162] 1.077927e+01 1.086824e+01 1.119933e+01
y_rep[163] 1.090746e+01 1.099991e+01 1.128711e+01
y_rep[164] 1.084033e+01 1.093095e+01 1.120758e+01
y_rep[165] 1.079099e+01 1.089095e+01 1.117336e+01
y_rep[166] 1.091791e+01 1.101382e+01 1.129989e+01
y_rep[167] 1.071891e+01 1.081249e+01 1.112336e+01
y_rep[168] 1.062462e+01 1.072059e+01 1.101231e+01
y_rep[169] 1.328454e+01 1.337839e+01 1.366018e+01
y_rep[170] 1.747908e+01 1.759636e+01 1.790806e+01
y_rep[171] 1.648247e+01 1.658208e+01 1.687435e+01
y_rep[172] 1.666022e+01 1.675253e+01 1.704231e+01
y_rep[173] 1.693383e+01 1.702559e+01 1.733209e+01
y_rep[174] 1.698647e+01 1.707968e+01 1.742168e+01
y_rep[175] 1.758533e+01 1.767689e+01 1.795692e+01
y_rep[176] 1.787821e+01 1.796561e+01 1.827095e+01
y_rep[177] 1.722958e+01 1.732260e+01 1.766874e+01
y_rep[178] 1.740199e+01 1.749103e+01 1.775943e+01
y_rep[179] 1.761713e+01 1.770778e+01 1.801155e+01
y_rep[180] 1.737535e+01 1.746728e+01 1.777229e+01
y_rep[181] 1.719645e+01 1.728558e+01 1.761036e+01
y_rep[182] 1.724946e+01 1.734289e+01 1.767171e+01
y_rep[183] 1.688243e+01 1.696576e+01 1.726533e+01
y_rep[184] 1.733126e+01 1.742028e+01 1.778284e+01
y_rep[185] 1.752369e+01 1.761454e+01 1.791418e+01
y_rep[186] 1.711082e+01 1.720428e+01 1.750890e+01
y_rep[187] 1.711984e+01 1.721262e+01 1.750685e+01
y_rep[188] 1.709685e+01 1.719014e+01 1.745232e+01
y_rep[189] 1.754513e+01 1.763774e+01 1.793634e+01
y_rep[190] 1.767288e+01 1.776794e+01 1.807558e+01
y_rep[191] 1.871258e+01 1.880008e+01 1.907697e+01
y_rep[192] 1.726185e+01 1.736117e+01 1.767901e+01
y_rep[193] 1.432923e+01 1.442193e+01 1.469977e+01
y_rep[194] 1.420457e+01 1.430085e+01 1.463796e+01
y_rep[195] 1.381714e+01 1.390857e+01 1.417124e+01
y_rep[196] 1.312231e+01 1.321713e+01 1.348886e+01
y_rep[197] 1.291228e+01 1.300451e+01 1.327045e+01
y_rep[198] 1.321668e+01 1.331232e+01 1.363625e+01
y_rep[199] 1.395138e+01 1.403798e+01 1.436720e+01
y_rep[200] 1.391688e+01 1.400683e+01 1.429347e+01
y_rep[201] 1.363647e+01 1.372156e+01 1.399782e+01
y_rep[202] 1.316016e+01 1.326035e+01 1.356048e+01
y_rep[203] 1.304098e+01 1.313048e+01 1.342373e+01
y_rep[204] 1.441231e+01 1.450528e+01 1.482394e+01
y_rep[205] 1.553925e+01 1.562515e+01 1.591860e+01
y_rep[206] 1.547451e+01 1.555476e+01 1.589209e+01
y_rep[207] 1.514592e+01 1.524053e+01 1.555888e+01
y_rep[208] 1.517929e+01 1.526849e+01 1.552946e+01
y_rep[209] 1.474029e+01 1.483196e+01 1.511317e+01
y_rep[210] 1.479223e+01 1.488969e+01 1.519534e+01
y_rep[211] 1.482980e+01 1.492379e+01 1.520302e+01
y_rep[212] 1.493378e+01 1.502662e+01 1.532156e+01
y_rep[213] 1.446162e+01 1.455328e+01 1.486564e+01
y_rep[214] 1.406873e+01 1.415469e+01 1.440992e+01
y_rep[215] 1.363251e+01 1.373032e+01 1.401008e+01
y_rep[216] 1.343827e+01 1.353083e+01 1.384185e+01
y_rep[217] 1.354218e+01 1.364064e+01 1.396024e+01
y_rep[218] 1.408453e+01 1.417233e+01 1.453837e+01
y_rep[219] 1.436115e+01 1.444741e+01 1.474594e+01
y_rep[220] 1.419434e+01 1.428887e+01 1.460913e+01
y_rep[221] 1.375666e+01 1.384965e+01 1.421199e+01
y_rep[222] 1.314722e+01 1.323958e+01 1.356914e+01
y_rep[223] 1.315693e+01 1.324634e+01 1.355145e+01
y_rep[224] 1.316510e+01 1.325756e+01 1.355885e+01
y_rep[225] 1.361393e+01 1.370343e+01 1.398977e+01
y_rep[226] 1.328191e+01 1.337701e+01 1.370381e+01
y_rep[227] 1.272220e+01 1.280575e+01 1.306925e+01
y_rep[228] 1.193873e+01 1.202865e+01 1.231009e+01
y_rep[229] 1.172613e+01 1.181140e+01 1.210276e+01
y_rep[230] 1.150968e+01 1.159828e+01 1.196692e+01
y_rep[231] 1.164566e+01 1.174175e+01 1.200518e+01
y_rep[232] 1.260725e+01 1.269936e+01 1.300498e+01
y_rep[233] 1.260093e+01 1.268814e+01 1.294709e+01
y_rep[234] 1.214422e+01 1.223086e+01 1.252519e+01
y_rep[235] 1.236059e+01 1.245078e+01 1.272439e+01
y_rep[236] 1.260041e+01 1.269150e+01 1.304042e+01
y_rep[237] 1.265519e+01 1.273654e+01 1.306094e+01
y_rep[238] 1.261307e+01 1.270545e+01 1.300370e+01
y_rep[239] 1.347874e+01 1.356812e+01 1.389126e+01
y_rep[240] 1.404691e+01 1.414011e+01 1.444829e+01
y_rep[241] 1.351797e+01 1.361445e+01 1.396310e+01
y_rep[242] 1.345224e+01 1.354605e+01 1.386794e+01
y_rep[243] 1.352721e+01 1.360775e+01 1.391673e+01
y_rep[244] 1.356148e+01 1.364354e+01 1.394620e+01
y_rep[245] 1.386083e+01 1.394567e+01 1.423793e+01
y_rep[246] 1.445522e+01 1.454772e+01 1.483916e+01
y_rep[247] 1.406698e+01 1.415449e+01 1.449622e+01
y_rep[248] 1.369797e+01 1.378123e+01 1.413111e+01
y_rep[249] 1.382603e+01 1.391716e+01 1.420414e+01
y_rep[250] 1.352799e+01 1.361757e+01 1.387600e+01
y_rep[251] 1.415534e+01 1.423815e+01 1.459294e+01
y_rep[252] 1.453765e+01 1.462834e+01 1.490087e+01
y_rep[253] 1.455953e+01 1.465346e+01 1.495254e+01
y_rep[254] 1.415366e+01 1.424157e+01 1.453308e+01
y_rep[255] 1.374785e+01 1.383170e+01 1.414656e+01
y_rep[256] 1.370456e+01 1.379809e+01 1.413601e+01
y_rep[257] 1.394162e+01 1.402837e+01 1.433557e+01
y_rep[258] 1.392919e+01 1.402504e+01 1.428350e+01
y_rep[259] 1.361702e+01 1.370911e+01 1.399852e+01
y_rep[260] 1.360411e+01 1.368875e+01 1.400587e+01
y_rep[261] 1.351536e+01 1.360411e+01 1.394075e+01
y_rep[262] 1.241251e+01 1.249882e+01 1.279504e+01
y_rep[263] 1.212696e+01 1.220695e+01 1.248943e+01
y_rep[264] 1.236165e+01 1.245041e+01 1.276308e+01
y_rep[265] 1.245146e+01 1.254446e+01 1.280007e+01
y_rep[266] 1.343409e+01 1.352461e+01 1.386294e+01
y_rep[267] 1.317019e+01 1.326063e+01 1.351131e+01
y_rep[268] 1.270773e+01 1.279984e+01 1.307785e+01
y_rep[269] 1.258029e+01 1.267354e+01 1.300253e+01
y_rep[270] 1.303662e+01 1.312475e+01 1.339176e+01
y_rep[271] 1.354293e+01 1.363470e+01 1.395763e+01
y_rep[272] 1.375338e+01 1.383715e+01 1.417084e+01
y_rep[273] 1.356133e+01 1.365725e+01 1.395496e+01
y_rep[274] 1.347647e+01 1.356728e+01 1.388242e+01
y_rep[275] 1.281616e+01 1.290409e+01 1.322282e+01
y_rep[276] 1.265403e+01 1.274431e+01 1.303665e+01
y_rep[277] 1.270377e+01 1.279701e+01 1.306967e+01
y_rep[278] 1.286608e+01 1.295466e+01 1.325494e+01
y_rep[279] 1.284913e+01 1.293898e+01 1.322425e+01
y_rep[280] 1.291739e+01 1.300269e+01 1.325809e+01
y_rep[281] 1.280267e+01 1.289997e+01 1.318798e+01
y_rep[282] 1.262316e+01 1.271914e+01 1.305704e+01
y_rep[283] 1.323990e+01 1.332810e+01 1.362289e+01
y_rep[284] 1.307817e+01 1.317481e+01 1.350617e+01
y_rep[285] 1.358266e+01 1.367010e+01 1.396546e+01
y_rep[286] 1.368554e+01 1.377129e+01 1.407487e+01
y_rep[287] 1.348753e+01 1.357164e+01 1.387692e+01
y_rep[288] 1.321047e+01 1.330635e+01 1.362619e+01
y_rep[289] 1.282264e+01 1.290207e+01 1.319621e+01
y_rep[290] 1.272812e+01 1.283054e+01 1.310640e+01
y_rep[291] 1.290123e+01 1.298385e+01 1.328531e+01
y_rep[292] 1.305065e+01 1.314382e+01 1.344706e+01
y_rep[293] 1.280468e+01 1.289616e+01 1.319302e+01
y_rep[294] 1.263571e+01 1.272499e+01 1.301304e+01
y_rep[295] 1.295110e+01 1.303619e+01 1.334496e+01
y_rep[296] 1.346710e+01 1.356240e+01 1.384759e+01
y_rep[297] 1.317252e+01 1.325612e+01 1.354535e+01
y_rep[298] 1.452070e+01 1.460858e+01 1.490052e+01
y_rep[299] 1.464523e+01 1.473119e+01 1.498833e+01
y_rep[300] 1.494103e+01 1.503342e+01 1.534465e+01
y_rep[301] 1.488070e+01 1.496508e+01 1.523989e+01
y_rep[302] 1.488389e+01 1.497572e+01 1.528735e+01
y_rep[303] 1.478046e+01 1.487491e+01 1.517405e+01
y_rep[304] 1.488733e+01 1.497315e+01 1.531038e+01
y_rep[305] 1.486427e+01 1.494907e+01 1.529726e+01
y_rep[306] 1.461701e+01 1.470945e+01 1.505623e+01
y_rep[307] 1.463901e+01 1.473191e+01 1.508702e+01
y_rep[308] 1.461130e+01 1.470010e+01 1.502627e+01
y_rep[309] 1.555829e+01 1.564689e+01 1.591685e+01
y_rep[310] 1.601387e+01 1.610174e+01 1.637824e+01
y_rep[311] 1.576402e+01 1.585243e+01 1.610070e+01
y_rep[312] 1.570668e+01 1.579363e+01 1.610189e+01
y_rep[313] 1.586541e+01 1.594776e+01 1.627901e+01
y_rep[314] 1.568409e+01 1.577398e+01 1.608921e+01
y_rep[315] 1.535538e+01 1.544441e+01 1.573051e+01
y_rep[316] 1.522353e+01 1.530550e+01 1.561431e+01
y_rep[317] 1.490568e+01 1.499628e+01 1.527682e+01
y_rep[318] 1.471163e+01 1.479320e+01 1.506958e+01
y_rep[319] 1.481924e+01 1.490915e+01 1.522076e+01
y_rep[320] 1.406922e+01 1.415206e+01 1.442409e+01
y_rep[321] 1.314397e+01 1.323840e+01 1.355764e+01
y_rep[322] 1.308176e+01 1.316875e+01 1.347233e+01
y_rep[323] 1.258676e+01 1.267067e+01 1.297141e+01
y_rep[324] 1.283377e+01 1.291939e+01 1.320446e+01
y_rep[325] 1.312867e+01 1.322257e+01 1.350470e+01
y_rep[326] 1.323658e+01 1.333246e+01 1.361667e+01
y_rep[327] 1.357140e+01 1.365761e+01 1.397532e+01
y_rep[328] 1.349206e+01 1.358147e+01 1.388484e+01
y_rep[329] 1.351370e+01 1.359984e+01 1.387583e+01
y_rep[330] 1.354618e+01 1.363394e+01 1.392760e+01
y_rep[331] 1.357823e+01 1.366882e+01 1.398291e+01
y_rep[332] 1.290220e+01 1.298963e+01 1.330114e+01
y_rep[333] 1.347207e+01 1.356339e+01 1.387497e+01
y_rep[334] 1.361007e+01 1.370417e+01 1.397707e+01
y_rep[335] 1.339781e+01 1.348614e+01 1.379698e+01
y_rep[336] 1.321002e+01 1.330971e+01 1.361763e+01
y_rep[337] 1.317885e+01 1.326389e+01 1.355768e+01
y_rep[338] 1.369680e+01 1.378559e+01 1.409351e+01
y_rep[339] 1.387774e+01 1.396326e+01 1.424996e+01
y_rep[340] 1.415122e+01 1.424525e+01 1.455282e+01
y_rep[341] 1.382072e+01 1.391186e+01 1.419305e+01
y_rep[342] 1.394915e+01 1.404250e+01 1.433304e+01
y_rep[343] 1.421746e+01 1.430494e+01 1.464826e+01
y_rep[344] 1.403472e+01 1.412895e+01 1.446080e+01
y_rep[345] 1.425075e+01 1.434776e+01 1.468870e+01
y_rep[346] 1.451771e+01 1.460647e+01 1.492866e+01
y_rep[347] 1.405560e+01 1.414532e+01 1.438620e+01
y_rep[348] 1.398722e+01 1.408831e+01 1.442766e+01
y_rep[349] 1.381355e+01 1.390286e+01 1.417797e+01
y_rep[350] 1.389144e+01 1.398064e+01 1.422272e+01
y_rep[351] 1.398863e+01 1.407141e+01 1.435014e+01
y_rep[352] 1.444976e+01 1.453345e+01 1.485016e+01
y_rep[353] 1.447291e+01 1.456553e+01 1.483302e+01
y_rep[354] 1.533361e+01 1.541457e+01 1.567702e+01
y_rep[355] 1.535219e+01 1.544558e+01 1.576970e+01
y_rep[356] 1.539453e+01 1.548461e+01 1.581471e+01
y_rep[357] 1.733662e+01 1.743868e+01 1.776703e+01
y_rep[358] 1.906433e+01 1.916158e+01 1.951445e+01
y_rep[359] 1.820614e+01 1.829955e+01 1.859977e+01
y_rep[360] 1.903836e+01 1.912948e+01 1.943634e+01
y_rep[361] 1.897201e+01 1.906065e+01 1.935744e+01
y_rep[362] 1.910484e+01 1.919621e+01 1.949584e+01
y_rep[363] 2.008012e+01 2.016908e+01 2.046974e+01
y_rep[364] 2.047196e+01 2.056432e+01 2.083531e+01
y_rep[365] 2.007797e+01 2.016316e+01 2.046806e+01
y_rep[366] 2.030739e+01 2.039920e+01 2.067526e+01
y_rep[367] 2.104195e+01 2.112879e+01 2.141169e+01
y_rep[368] 2.094021e+01 2.103417e+01 2.130746e+01
y_rep[369] 2.142315e+01 2.151293e+01 2.179125e+01
y_rep[370] 2.182065e+01 2.190860e+01 2.225374e+01
y_rep[371] 2.137117e+01 2.145951e+01 2.176983e+01
y_rep[372] 2.195967e+01 2.204283e+01 2.235149e+01
y_rep[373] 2.218995e+01 2.228210e+01 2.257886e+01
y_rep[374] 2.191464e+01 2.200543e+01 2.229322e+01
y_rep[375] 2.195798e+01 2.204620e+01 2.241304e+01
y_rep[376] 2.207121e+01 2.215284e+01 2.246432e+01
y_rep[377] 2.194080e+01 2.202818e+01 2.231443e+01
y_rep[378] 2.189731e+01 2.198513e+01 2.231640e+01
y_rep[379] 2.158014e+01 2.166905e+01 2.198073e+01
y_rep[380] 1.954318e+01 1.963262e+01 1.988964e+01
y_rep[381] 1.995777e+01 2.005332e+01 2.033508e+01
y_rep[382] 2.066163e+01 2.074994e+01 2.104872e+01
y_rep[383] 2.031697e+01 2.040535e+01 2.070202e+01
y_rep[384] 1.999496e+01 2.010299e+01 2.043420e+01
y_rep[385] 1.979542e+01 1.988890e+01 2.019868e+01
y_rep[386] 1.936297e+01 1.944487e+01 1.972253e+01
y_rep[387] 1.985197e+01 1.994834e+01 2.028804e+01
y_rep[388] 2.034229e+01 2.043563e+01 2.074967e+01
y_rep[389] 2.002389e+01 2.011195e+01 2.035337e+01
y_rep[390] 1.946418e+01 1.955166e+01 1.984554e+01
y_rep[391] 1.928592e+01 1.938170e+01 1.970182e+01
y_rep[392] 1.860593e+01 1.870004e+01 1.902719e+01
y_rep[393] 1.892710e+01 1.901991e+01 1.933876e+01
y_rep[394] 1.894898e+01 1.903236e+01 1.931419e+01
y_rep[395] 1.859388e+01 1.868030e+01 1.902322e+01
y_rep[396] 1.810044e+01 1.819314e+01 1.851611e+01
y_rep[397] 1.803654e+01 1.813268e+01 1.843043e+01
y_rep[398] 1.803539e+01 1.813147e+01 1.843913e+01
y_rep[399] 1.790506e+01 1.799796e+01 1.828524e+01
y_rep[400] 1.750624e+01 1.759949e+01 1.793553e+01
y_rep[401] 1.768825e+01 1.777653e+01 1.809647e+01
y_rep[402] 1.757997e+01 1.766332e+01 1.794073e+01
y_rep[403] 1.726941e+01 1.736186e+01 1.766444e+01
y_rep[404] 1.675109e+01 1.684448e+01 1.715481e+01
y_rep[405] 1.595858e+01 1.605106e+01 1.634167e+01
y_rep[406] 1.609136e+01 1.617563e+01 1.646836e+01
y_rep[407] 1.639821e+01 1.648939e+01 1.678258e+01
y_rep[408] 1.621553e+01 1.630575e+01 1.656354e+01
y_rep[409] 1.594878e+01 1.603920e+01 1.636456e+01
y_rep[410] 1.537595e+01 1.546724e+01 1.575918e+01
y_rep[411] 1.515642e+01 1.524349e+01 1.555770e+01
y_rep[412] 1.532931e+01 1.542641e+01 1.572586e+01
y_rep[413] 1.532148e+01 1.541716e+01 1.575623e+01
y_rep[414] 1.502643e+01 1.510834e+01 1.541295e+01
y_rep[415] 1.496578e+01 1.505687e+01 1.534939e+01
y_rep[416] 1.511953e+01 1.520908e+01 1.554617e+01
y_rep[417] 1.482100e+01 1.491251e+01 1.518126e+01
y_rep[418] 1.506288e+01 1.516503e+01 1.547357e+01
y_rep[419] 1.607206e+01 1.616516e+01 1.645194e+01
y_rep[420] 1.586916e+01 1.595727e+01 1.624761e+01
y_rep[421] 1.565217e+01 1.574057e+01 1.602187e+01
y_rep[422] 1.527926e+01 1.537757e+01 1.572564e+01
y_rep[423] 1.492720e+01 1.501959e+01 1.532043e+01
y_rep[424] 1.543140e+01 1.552870e+01 1.579857e+01
y_rep[425] 1.590000e+01 1.599682e+01 1.631014e+01
y_rep[426] 1.588595e+01 1.598082e+01 1.628941e+01
y_rep[427] 1.590553e+01 1.600372e+01 1.631315e+01
y_rep[428] 1.602329e+01 1.611717e+01 1.648168e+01
y_rep[429] 1.571311e+01 1.580412e+01 1.612116e+01
y_rep[430] 1.578936e+01 1.587987e+01 1.617520e+01
y_rep[431] 1.612747e+01 1.622732e+01 1.654031e+01
y_rep[432] 1.592090e+01 1.601401e+01 1.629732e+01
y_rep[433] 1.618342e+01 1.628000e+01 1.659689e+01
y_rep[434] 1.646959e+01 1.655825e+01 1.684034e+01
y_rep[435] 1.618049e+01 1.627236e+01 1.660230e+01
y_rep[436] 1.590920e+01 1.599665e+01 1.635372e+01
y_rep[437] 1.630567e+01 1.640112e+01 1.664867e+01
y_rep[438] 1.592084e+01 1.600384e+01 1.635186e+01
y_rep[439] 1.571795e+01 1.580629e+01 1.607888e+01
y_rep[440] 1.576728e+01 1.585228e+01 1.613108e+01
y_rep[441] 1.563358e+01 1.572387e+01 1.599127e+01
y_rep[442] 1.528722e+01 1.536871e+01 1.570490e+01
y_rep[443] 1.549947e+01 1.559862e+01 1.591518e+01
y_rep[444] 1.517741e+01 1.526110e+01 1.562620e+01
y_rep[445] 1.512282e+01 1.520789e+01 1.551445e+01
y_rep[446] 1.572282e+01 1.581886e+01 1.611570e+01
y_rep[447] 1.567827e+01 1.577826e+01 1.607331e+01
y_rep[448] 1.470638e+01 1.479684e+01 1.510657e+01
y_rep[449] 1.487904e+01 1.496356e+01 1.524606e+01
y_rep[450] 1.467628e+01 1.476990e+01 1.502121e+01
y_rep[451] 1.444079e+01 1.453508e+01 1.482533e+01
y_rep[452] 1.434929e+01 1.443727e+01 1.472658e+01
y_rep[453] 1.398927e+01 1.407924e+01 1.437107e+01
y_rep[454] 1.362993e+01 1.372214e+01 1.400881e+01
y_rep[455] 1.483732e+01 1.492258e+01 1.526821e+01
y_rep[456] 1.489050e+01 1.497814e+01 1.528956e+01
y_rep[457] 1.472552e+01 1.482249e+01 1.512335e+01
y_rep[458] 1.486867e+01 1.494945e+01 1.527273e+01
y_rep[459] 1.493952e+01 1.502809e+01 1.532800e+01
y_rep[460] 1.444505e+01 1.453404e+01 1.484804e+01
y_rep[461] 1.480317e+01 1.490317e+01 1.526008e+01
y_rep[462] 1.457278e+01 1.466034e+01 1.495172e+01
y_rep[463] 1.412889e+01 1.422313e+01 1.451554e+01
y_rep[464] 1.412988e+01 1.422799e+01 1.452506e+01
y_rep[465] 1.383543e+01 1.393031e+01 1.422714e+01
y_rep[466] 1.385194e+01 1.394194e+01 1.425049e+01
y_rep[467] 1.541871e+01 1.551110e+01 1.579867e+01
y_rep[468] 1.506028e+01 1.514939e+01 1.547682e+01
y_rep[469] 1.524234e+01 1.532533e+01 1.559061e+01
y_rep[470] 1.569345e+01 1.578971e+01 1.606786e+01
y_rep[471] 1.596896e+01 1.606085e+01 1.632388e+01
y_rep[472] 1.562340e+01 1.571351e+01 1.602267e+01
y_rep[473] 1.908711e+01 1.918670e+01 1.945010e+01
y_rep[474] 2.213692e+01 2.223100e+01 2.252939e+01
y_rep[475] 2.179212e+01 2.188218e+01 2.218676e+01
y_rep[476] 2.182571e+01 2.192187e+01 2.221642e+01
y_rep[477] 2.156518e+01 2.166524e+01 2.198646e+01
y_rep[478] 2.060789e+01 2.070042e+01 2.097249e+01
y_rep[479] 2.144773e+01 2.153618e+01 2.181746e+01
y_rep[480] 2.124183e+01 2.133570e+01 2.164186e+01
y_rep[481] 2.108514e+01 2.117910e+01 2.148977e+01
y_rep[482] 2.102170e+01 2.110978e+01 2.139238e+01
y_rep[483] 2.127731e+01 2.137148e+01 2.166949e+01
y_rep[484] 2.132211e+01 2.141576e+01 2.174615e+01
y_rep[485] 2.159504e+01 2.168389e+01 2.202381e+01
y_rep[486] 2.179129e+01 2.187620e+01 2.215679e+01
y_rep[487] 2.142026e+01 2.150468e+01 2.183914e+01
y_rep[488] 2.238161e+01 2.247391e+01 2.281595e+01
y_rep[489] 2.215797e+01 2.225006e+01 2.254994e+01
y_rep[490] 2.145816e+01 2.155377e+01 2.182862e+01
y_rep[491] 2.149787e+01 2.159077e+01 2.189999e+01
y_rep[492] 2.119595e+01 2.129077e+01 2.156689e+01
y_rep[493] 2.076308e+01 2.085593e+01 2.115712e+01
y_rep[494] 2.113863e+01 2.123357e+01 2.155372e+01
y_rep[495] 2.097925e+01 2.107834e+01 2.135016e+01
y_rep[496] 1.907046e+01 1.916294e+01 1.945829e+01
y_rep[497] 1.584344e+01 1.593781e+01 1.626281e+01
y_rep[498] 1.644285e+01 1.654684e+01 1.682403e+01
y_rep[499] 1.663467e+01 1.672553e+01 1.701943e+01
y_rep[500] 1.570548e+01 1.579568e+01 1.608290e+01
y_rep[501] 1.585314e+01 1.594260e+01 1.622176e+01
y_rep[502] 1.543408e+01 1.552625e+01 1.583119e+01
y_rep[503] 1.562856e+01 1.571519e+01 1.602281e+01
y_rep[504] 1.565376e+01 1.574992e+01 1.609615e+01
y_rep[505] 1.526516e+01 1.535162e+01 1.566567e+01
y_rep[506] 1.495354e+01 1.504142e+01 1.537102e+01
y_rep[507] 1.478037e+01 1.487776e+01 1.520009e+01
y_rep[508] 1.420322e+01 1.430104e+01 1.456677e+01
y_rep[509] 1.448785e+01 1.458216e+01 1.490670e+01
y_rep[510] 1.414216e+01 1.423066e+01 1.453193e+01
y_rep[511] 1.356609e+01 1.366222e+01 1.400009e+01
y_rep[512] 1.369725e+01 1.378758e+01 1.408915e+01
y_rep[513] 1.327327e+01 1.336266e+01 1.363325e+01
y_rep[514] 1.284009e+01 1.293576e+01 1.325758e+01
y_rep[515] 1.288235e+01 1.297044e+01 1.328046e+01
y_rep[516] 1.319934e+01 1.329494e+01 1.361461e+01
y_rep[517] 1.280550e+01 1.289605e+01 1.320201e+01
y_rep[518] 1.302059e+01 1.311138e+01 1.340811e+01
y_rep[519] 1.298149e+01 1.307189e+01 1.335175e+01
y_rep[520] 1.238397e+01 1.247842e+01 1.278493e+01
y_rep[521] 1.270072e+01 1.279616e+01 1.310405e+01
y_rep[522] 1.256474e+01 1.265420e+01 1.297289e+01
y_rep[523] 1.234003e+01 1.242553e+01 1.270083e+01
y_rep[524] 1.218496e+01 1.227276e+01 1.259218e+01
y_rep[525] 1.229285e+01 1.238811e+01 1.265977e+01
y_rep[526] 1.179578e+01 1.188329e+01 1.219912e+01
y_rep[527] 1.173193e+01 1.181978e+01 1.212535e+01
y_rep[528] 1.223920e+01 1.233372e+01 1.265567e+01
y_rep[529] 1.199462e+01 1.208973e+01 1.238757e+01
y_rep[530] 1.228882e+01 1.237247e+01 1.268737e+01
y_rep[531] 1.210411e+01 1.219563e+01 1.250298e+01
y_rep[532] 1.145583e+01 1.154792e+01 1.177929e+01
y_rep[533] 1.172185e+01 1.180488e+01 1.210418e+01
y_rep[534] 1.187393e+01 1.196491e+01 1.228272e+01
y_rep[535] 1.166876e+01 1.176621e+01 1.203110e+01
y_rep[536] 1.265566e+01 1.275091e+01 1.304469e+01
y_rep[537] 1.226073e+01 1.234903e+01 1.268379e+01
y_rep[538] 1.182809e+01 1.191834e+01 1.226372e+01
y_rep[539] 1.186790e+01 1.195851e+01 1.226716e+01
y_rep[540] 1.155800e+01 1.164787e+01 1.199137e+01
y_rep[541] 1.149426e+01 1.158248e+01 1.191135e+01
y_rep[542] 1.158413e+01 1.166954e+01 1.194428e+01
y_rep[543] 1.133947e+01 1.143028e+01 1.171501e+01
y_rep[544] 1.113525e+01 1.122122e+01 1.152260e+01
y_rep[545] 1.170322e+01 1.179113e+01 1.208195e+01
y_rep[546] 1.131905e+01 1.140703e+01 1.169896e+01
y_rep[547] 1.137392e+01 1.146801e+01 1.176981e+01
y_rep[548] 1.129642e+01 1.138289e+01 1.172795e+01
y_rep[549] 1.161808e+01 1.171078e+01 1.201857e+01
y_rep[550] 1.155020e+01 1.163366e+01 1.192258e+01
y_rep[551] 1.125744e+01 1.135560e+01 1.167355e+01
y_rep[552] 1.099171e+01 1.108206e+01 1.139007e+01
y_rep[553] 1.085170e+01 1.093954e+01 1.123206e+01
y_rep[554] 1.103498e+01 1.112652e+01 1.138836e+01
y_rep[555] 1.097646e+01 1.106504e+01 1.138419e+01
y_rep[556] 1.042632e+01 1.051470e+01 1.085143e+01
y_rep[557] 1.023750e+01 1.032719e+01 1.061388e+01
y_rep[558] 1.033173e+01 1.041568e+01 1.073588e+01
y_rep[559] 1.005986e+01 1.014871e+01 1.045806e+01
y_rep[560] 1.325252e+01 1.334110e+01 1.363872e+01
y_rep[561] 1.280107e+01 1.289279e+01 1.315921e+01
y_rep[562] 1.265330e+01 1.274448e+01 1.308515e+01
y_rep[563] 1.299853e+01 1.308571e+01 1.340545e+01
y_rep[564] 1.346772e+01 1.355729e+01 1.385206e+01
y_rep[565] 1.296956e+01 1.305953e+01 1.336935e+01
y_rep[566] 1.319979e+01 1.328623e+01 1.354179e+01
y_rep[567] 1.291565e+01 1.300686e+01 1.329341e+01
y_rep[568] 1.252482e+01 1.260545e+01 1.286256e+01
y_rep[569] 1.285678e+01 1.294656e+01 1.324523e+01
y_rep[570] 1.272023e+01 1.280015e+01 1.310887e+01
y_rep[571] 1.268084e+01 1.276914e+01 1.307769e+01
y_rep[572] 1.231082e+01 1.240021e+01 1.268378e+01
y_rep[573] 1.235845e+01 1.244929e+01 1.282080e+01
y_rep[574] 1.210772e+01 1.219032e+01 1.247890e+01
y_rep[575] 1.232278e+01 1.241348e+01 1.271312e+01
y_rep[576] 1.205780e+01 1.214552e+01 1.242910e+01
y_rep[577] 1.197591e+01 1.206279e+01 1.235959e+01
y_rep[578] 1.234057e+01 1.243319e+01 1.271320e+01
y_rep[579] 1.234789e+01 1.243247e+01 1.276525e+01
y_rep[580] 1.203704e+01 1.212852e+01 1.240267e+01
y_rep[581] 1.213795e+01 1.222758e+01 1.252523e+01
y_rep[582] 1.217111e+01 1.226151e+01 1.255044e+01
y_rep[583] 1.101548e+01 1.110698e+01 1.146280e+01
y_rep[584] 1.106057e+01 1.115150e+01 1.143002e+01
y_rep[585] 1.084656e+01 1.093220e+01 1.123062e+01
y_rep[586] 1.047878e+01 1.056603e+01 1.085928e+01
y_rep[587] 1.060215e+01 1.069261e+01 1.098703e+01
y_rep[588] 1.123463e+01 1.131955e+01 1.165325e+01
y_rep[589] 1.126627e+01 1.135794e+01 1.162737e+01
y_rep[590] 1.154588e+01 1.164208e+01 1.192977e+01
y_rep[591] 1.160590e+01 1.169205e+01 1.197731e+01
y_rep[592] 1.770337e+01 1.782612e+01 1.813590e+01
y_rep[593] 1.866513e+01 1.875667e+01 1.901440e+01
y_rep[594] 1.919497e+01 1.929119e+01 1.961437e+01
y_rep[595] 1.858848e+01 1.867417e+01 1.898845e+01
y_rep[596] 1.907751e+01 1.917522e+01 1.948165e+01
y_rep[597] 1.943113e+01 1.952721e+01 1.984234e+01
y_rep[598] 1.928876e+01 1.937800e+01 1.965946e+01
y_rep[599] 1.959871e+01 1.968730e+01 1.996958e+01
y_rep[600] 1.938724e+01 1.947949e+01 1.978067e+01
y_rep[601] 1.947467e+01 1.956306e+01 1.987500e+01
y_rep[602] 1.958377e+01 1.967392e+01 1.996239e+01
y_rep[603] 2.043205e+01 2.052369e+01 2.085674e+01
y_rep[604] 2.019213e+01 2.028656e+01 2.066316e+01
y_rep[605] 2.001371e+01 2.010281e+01 2.039847e+01
y_rep[606] 2.036728e+01 2.045865e+01 2.072175e+01
y_rep[607] 2.040618e+01 2.049244e+01 2.077906e+01
y_rep[608] 2.043266e+01 2.052708e+01 2.084237e+01
y_rep[609] 2.071507e+01 2.080821e+01 2.113325e+01
y_rep[610] 2.038772e+01 2.047516e+01 2.078470e+01
y_rep[611] 2.072709e+01 2.081641e+01 2.111830e+01
y_rep[612] 2.042431e+01 2.051267e+01 2.079812e+01
y_rep[613] 2.009872e+01 2.019196e+01 2.046748e+01
y_rep[614] 1.823884e+01 1.834292e+01 1.864086e+01
y_rep[615] 1.640065e+01 1.650021e+01 1.677794e+01
y_rep[616] 1.542587e+01 1.551352e+01 1.579308e+01
y_rep[617] 1.567681e+01 1.576959e+01 1.602694e+01
y_rep[618] 1.520666e+01 1.530826e+01 1.557542e+01
y_rep[619] 1.466156e+01 1.475223e+01 1.504019e+01
y_rep[620] 1.465006e+01 1.475006e+01 1.512797e+01
y_rep[621] 1.474304e+01 1.483380e+01 1.512649e+01
y_rep[622] 1.525834e+01 1.535079e+01 1.566775e+01
y_rep[623] 1.541747e+01 1.550447e+01 1.577403e+01
y_rep[624] 1.513773e+01 1.522382e+01 1.554899e+01
y_rep[625] 1.509117e+01 1.518103e+01 1.546313e+01
y_rep[626] 1.453010e+01 1.462044e+01 1.489042e+01
y_rep[627] 1.439651e+01 1.447642e+01 1.474991e+01
y_rep[628] 1.409686e+01 1.418324e+01 1.454378e+01
y_rep[629] 1.380087e+01 1.388799e+01 1.419158e+01
y_rep[630] 1.377364e+01 1.386529e+01 1.414974e+01
y_rep[631] 1.335603e+01 1.343973e+01 1.375735e+01
y_rep[632] 1.339166e+01 1.348256e+01 1.380051e+01
y_rep[633] 1.343099e+01 1.352314e+01 1.380821e+01
y_rep[634] 1.323687e+01 1.332833e+01 1.361126e+01
y_rep[635] 1.276498e+01 1.285523e+01 1.317522e+01
y_rep[636] 1.268402e+01 1.277160e+01 1.307147e+01
y_rep[637] 1.226201e+01 1.235508e+01 1.268148e+01
y_rep[638] 1.275238e+01 1.284508e+01 1.313938e+01
y_rep[639] 1.297623e+01 1.307348e+01 1.338852e+01
y_rep[640] 1.279470e+01 1.287663e+01 1.315827e+01
y_rep[641] 1.257375e+01 1.266055e+01 1.294082e+01
y_rep[642] 1.280569e+01 1.289252e+01 1.317631e+01
y_rep[643] 1.250893e+01 1.259815e+01 1.288221e+01
y_rep[644] 1.234082e+01 1.243162e+01 1.267245e+01
y_rep[645] 1.233557e+01 1.242470e+01 1.273809e+01
y_rep[646] 1.193963e+01 1.202558e+01 1.231632e+01
y_rep[647] 1.194071e+01 1.203787e+01 1.237790e+01
y_rep[648] 1.204349e+01 1.213408e+01 1.246335e+01
y_rep[649] 1.238438e+01 1.247161e+01 1.280689e+01
y_rep[650] 1.243161e+01 1.251992e+01 1.278934e+01
y_rep[651] 1.253227e+01 1.262574e+01 1.295184e+01
y_rep[652] 1.246028e+01 1.254309e+01 1.284521e+01
y_rep[653] 1.248105e+01 1.256232e+01 1.288476e+01
y_rep[654] 1.250190e+01 1.260343e+01 1.290190e+01
y_rep[655] 1.253791e+01 1.262633e+01 1.293316e+01
y_rep[656] 1.248728e+01 1.257812e+01 1.286364e+01
y_rep[657] 1.251746e+01 1.261328e+01 1.293513e+01
y_rep[658] 1.252440e+01 1.262191e+01 1.294879e+01
y_rep[659] 1.256535e+01 1.265873e+01 1.300886e+01
y_rep[660] 1.235780e+01 1.244737e+01 1.273700e+01
y_rep[661] 1.200217e+01 1.209459e+01 1.235210e+01
y_rep[662] 1.212901e+01 1.221818e+01 1.251558e+01
y_rep[663] 1.211714e+01 1.220287e+01 1.252996e+01
y_rep[664] 1.243815e+01 1.252921e+01 1.282598e+01
y_rep[665] 1.272721e+01 1.282167e+01 1.308503e+01
y_rep[666] 1.220817e+01 1.229759e+01 1.262892e+01
y_rep[667] 1.242463e+01 1.251043e+01 1.281376e+01
y_rep[668] 1.205675e+01 1.215398e+01 1.242463e+01
y_rep[669] 1.187764e+01 1.196896e+01 1.225286e+01
y_rep[670] 1.207916e+01 1.216763e+01 1.252401e+01
y_rep[671] 1.237067e+01 1.246222e+01 1.277729e+01
y_rep[672] 1.214024e+01 1.223184e+01 1.253256e+01
y_rep[673] 1.185794e+01 1.194810e+01 1.226007e+01
y_rep[674] 1.191747e+01 1.200978e+01 1.231762e+01
y_rep[675] 1.177715e+01 1.186493e+01 1.211432e+01
y_rep[676] 1.191080e+01 1.199896e+01 1.226522e+01
y_rep[677] 1.206741e+01 1.215374e+01 1.243979e+01
y_rep[678] 1.152826e+01 1.162256e+01 1.200013e+01
y_rep[679] 1.151251e+01 1.160248e+01 1.189789e+01
y_rep[680] 1.110628e+01 1.120270e+01 1.148201e+01
y_rep[681] 1.090097e+01 1.099668e+01 1.134052e+01
y_rep[682] 1.123539e+01 1.132724e+01 1.163939e+01
y_rep[683] 1.150834e+01 1.160517e+01 1.192236e+01
y_rep[684] 1.125525e+01 1.134822e+01 1.164110e+01
y_rep[685] 1.103563e+01 1.112435e+01 1.143417e+01
y_rep[686] 1.088236e+01 1.098078e+01 1.131357e+01
y_rep[687] 1.061594e+01 1.070341e+01 1.097528e+01
y_rep[688] 1.095900e+01 1.105351e+01 1.137010e+01
y_rep[689] 1.077155e+01 1.086261e+01 1.113286e+01
y_rep[690] 1.090455e+01 1.098800e+01 1.130841e+01
y_rep[691] 1.090219e+01 1.098799e+01 1.128808e+01
y_rep[692] 1.100482e+01 1.109502e+01 1.142911e+01
y_rep[693] 1.068084e+01 1.077414e+01 1.109735e+01
y_rep[694] 1.066657e+01 1.075390e+01 1.106722e+01
y_rep[695] 1.059349e+01 1.068571e+01 1.102738e+01
y_rep[696] 1.046684e+01 1.055989e+01 1.089202e+01
y_rep[697] 1.032429e+01 1.040818e+01 1.066747e+01
y_rep[698] 1.015640e+01 1.023958e+01 1.054689e+01
y_rep[699] 1.044119e+01 1.052843e+01 1.084730e+01
y_rep[700] 1.113674e+01 1.122977e+01 1.150060e+01
y_rep[701] 1.102922e+01 1.111412e+01 1.136504e+01
y_rep[702] 1.086269e+01 1.094997e+01 1.126386e+01
y_rep[703] 1.093593e+01 1.102253e+01 1.138415e+01
y_rep[704] 1.087700e+01 1.096243e+01 1.130544e+01
y_rep[705] 1.085213e+01 1.093839e+01 1.123759e+01
y_rep[706] 1.074875e+01 1.083644e+01 1.116405e+01
y_rep[707] 1.097900e+01 1.106619e+01 1.140884e+01
y_rep[708] 1.090630e+01 1.099598e+01 1.127790e+01
y_rep[709] 1.074427e+01 1.083640e+01 1.113954e+01
y_rep[710] 1.075793e+01 1.084524e+01 1.117410e+01
y_rep[711] 1.059899e+01 1.069048e+01 1.099917e+01
y_rep[712] 1.046026e+01 1.054885e+01 1.084910e+01
y_rep[713] 1.024548e+01 1.034260e+01 1.068495e+01
y_rep[714] 1.013283e+01 1.022009e+01 1.053852e+01
y_rep[715] 1.001329e+01 1.011213e+01 1.038216e+01
y_rep[716] 1.010709e+01 1.019953e+01 1.053029e+01
y_rep[717] 9.794970e+00 9.877566e+00 1.018488e+01
y_rep[718] 9.680130e+00 9.763318e+00 1.005801e+01
y_rep[719] 1.004519e+01 1.014558e+01 1.050158e+01
y_rep[720] 1.009299e+01 1.018924e+01 1.049314e+01
y_rep[721] 1.047206e+01 1.055860e+01 1.088550e+01
y_rep[722] 9.758757e+00 9.844449e+00 1.017940e+01
y_rep[723] 1.015765e+01 1.024650e+01 1.056841e+01
y_rep[724] 1.046943e+01 1.055591e+01 1.089800e+01
y_rep[725] 1.055081e+01 1.064785e+01 1.094299e+01
y_rep[726] 1.065584e+01 1.074909e+01 1.103526e+01
y_rep[727] 1.035249e+01 1.044614e+01 1.076050e+01
y_rep[728] 1.043719e+01 1.052243e+01 1.084986e+01
y_rep[729] 1.043305e+01 1.052182e+01 1.078827e+01
y_rep[730] 1.061754e+01 1.071095e+01 1.101607e+01
y_rep[731] 1.060809e+01 1.070431e+01 1.099068e+01
y_rep[732] 1.064969e+01 1.074663e+01 1.109794e+01
y_rep[733] 1.049998e+01 1.060104e+01 1.094315e+01
y_rep[734] 1.130792e+01 1.139801e+01 1.168573e+01
y_rep[735] 1.161982e+01 1.170884e+01 1.197657e+01
y_rep[736] 1.132967e+01 1.142460e+01 1.177827e+01
y_rep[737] 1.138016e+01 1.147514e+01 1.178426e+01
y_rep[738] 1.148238e+01 1.157404e+01 1.189594e+01
y_rep[739] 1.138976e+01 1.147873e+01 1.179608e+01
y_rep[740] 1.173273e+01 1.182012e+01 1.208427e+01
y_rep[741] 1.161443e+01 1.169926e+01 1.198834e+01
y_rep[742] 1.174795e+01 1.183541e+01 1.213139e+01
y_rep[743] 1.176610e+01 1.186720e+01 1.213428e+01
y_rep[744] 1.156167e+01 1.165535e+01 1.193025e+01
y_rep[745] 1.164776e+01 1.173650e+01 1.209552e+01
y_rep[746] 1.134282e+01 1.144312e+01 1.176207e+01
y_rep[747] 1.093032e+01 1.102698e+01 1.134234e+01
y_rep[748] 1.105909e+01 1.114873e+01 1.149049e+01
y_rep[749] 1.121115e+01 1.129824e+01 1.162895e+01
y_rep[750] 1.125245e+01 1.134825e+01 1.165698e+01
y_rep[751] 1.084208e+01 1.093680e+01 1.129293e+01
y_rep[752] 1.076142e+01 1.085280e+01 1.112638e+01
y_rep[753] 1.099071e+01 1.108342e+01 1.139324e+01
y_rep[754] 1.128370e+01 1.137470e+01 1.169005e+01
y_rep[755] 1.155244e+01 1.164016e+01 1.194533e+01
y_rep[756] 1.121441e+01 1.130423e+01 1.164160e+01
y_rep[757] 1.061500e+01 1.070414e+01 1.098946e+01
y_rep[758] 1.049468e+01 1.058962e+01 1.092892e+01
y_rep[759] 1.071818e+01 1.080483e+01 1.114265e+01
y_rep[760] 1.044011e+01 1.053250e+01 1.082645e+01
y_rep[761] 1.056704e+01 1.065373e+01 1.093545e+01
y_rep[762] 1.098295e+01 1.107073e+01 1.139792e+01
y_rep[763] 1.050110e+01 1.058962e+01 1.087052e+01
y_rep[764] 1.044886e+01 1.054201e+01 1.089849e+01
y_rep[765] 1.020734e+01 1.029725e+01 1.057805e+01
y_rep[766] 1.032146e+01 1.040798e+01 1.067936e+01
y_rep[767] 1.012155e+01 1.021796e+01 1.052787e+01
y_rep[768] 1.029952e+01 1.039546e+01 1.073829e+01
y_rep[769] 1.026558e+01 1.035913e+01 1.063209e+01
y_rep[770] 1.009613e+01 1.018435e+01 1.044740e+01
y_rep[771] 1.026145e+01 1.034784e+01 1.066731e+01
y_rep[772] 1.021821e+01 1.030316e+01 1.056428e+01
y_rep[773] 1.021686e+01 1.030599e+01 1.062905e+01
y_rep[774] 1.080607e+01 1.089804e+01 1.118463e+01
y_rep[775] 1.061687e+01 1.070627e+01 1.104619e+01
y_rep[776] 1.029723e+01 1.037977e+01 1.062282e+01
y_rep[777] 1.016511e+01 1.025422e+01 1.058272e+01
y_rep[778] 9.876797e+00 9.966963e+00 1.023661e+01
y_rep[779] 1.038470e+01 1.047293e+01 1.072117e+01
y_rep[780] 1.028353e+01 1.037492e+01 1.066820e+01
y_rep[781] 1.001001e+01 1.009880e+01 1.036689e+01
y_rep[782] 1.014051e+01 1.022405e+01 1.053951e+01
y_rep[783] 9.919044e+00 1.000527e+01 1.027177e+01
y_rep[784] 9.896889e+00 9.985987e+00 1.029882e+01
y_rep[785] 9.653495e+00 9.742790e+00 1.003258e+01
y_rep[786] 9.615057e+00 9.714629e+00 9.968683e+00
y_rep[787] 9.561692e+00 9.647247e+00 9.937296e+00
y_rep[788] 1.000241e+01 1.010315e+01 1.040688e+01
y_rep[789] 1.047992e+01 1.057561e+01 1.085851e+01
y_rep[790] 1.029795e+01 1.039345e+01 1.064966e+01
y_rep[791] 1.004566e+01 1.013264e+01 1.040515e+01
y_rep[792] 1.010165e+01 1.019149e+01 1.050695e+01
y_rep[793] 1.002134e+01 1.010541e+01 1.043467e+01
y_rep[794] 1.059098e+01 1.068347e+01 1.104154e+01
y_rep[795] 1.045938e+01 1.054860e+01 1.085311e+01
y_rep[796] 1.017014e+01 1.026377e+01 1.057724e+01
y_rep[797] 1.003021e+01 1.012540e+01 1.038438e+01
y_rep[798] 1.033969e+01 1.042674e+01 1.072502e+01
y_rep[799] 1.044873e+01 1.054291e+01 1.089745e+01
y_rep[800] 1.033782e+01 1.042698e+01 1.070279e+01
y_rep[801] 1.035316e+01 1.044070e+01 1.074407e+01
y_rep[802] 9.882977e+00 9.972295e+00 1.033357e+01
y_rep[803] 9.942468e+00 1.003411e+01 1.033035e+01
y_rep[804] 1.036600e+01 1.045083e+01 1.076162e+01
y_rep[805] 1.021049e+01 1.029048e+01 1.058938e+01
y_rep[806] 1.026110e+01 1.034702e+01 1.061597e+01
y_rep[807] 1.032451e+01 1.040614e+01 1.073013e+01
y_rep[808] 1.025598e+01 1.034129e+01 1.062461e+01
y_rep[809] 1.021093e+01 1.030493e+01 1.061610e+01
y_rep[810] 1.059130e+01 1.068564e+01 1.100404e+01
y_rep[811] 1.001659e+01 1.011711e+01 1.038263e+01
y_rep[812] 9.550330e+00 9.636981e+00 9.909370e+00
y_rep[813] 9.821093e+00 9.907785e+00 1.024113e+01
y_rep[814] 1.014479e+01 1.023232e+01 1.055095e+01
y_rep[815] 9.863981e+00 9.954730e+00 1.026984e+01
y_rep[816] 1.012506e+01 1.021611e+01 1.054855e+01
y_rep[817] 9.662514e+00 9.752276e+00 1.000464e+01
y_rep[818] 9.607012e+00 9.693798e+00 9.990316e+00
y_rep[819] 9.632575e+00 9.721205e+00 1.010434e+01
y_rep[820] 9.468469e+00 9.561984e+00 9.886894e+00
y_rep[821] 9.410858e+00 9.505969e+00 9.833859e+00
y_rep[822] 9.675963e+00 9.765073e+00 1.003973e+01
y_rep[823] 9.619597e+00 9.712145e+00 1.001793e+01
y_rep[824] 9.476789e+00 9.567426e+00 9.880664e+00
y_rep[825] 9.252893e+00 9.349029e+00 9.695335e+00
y_rep[826] 9.727447e+00 9.822692e+00 1.012428e+01
y_rep[827] 9.781231e+00 9.867974e+00 1.021231e+01
y_rep[828] 9.528457e+00 9.614463e+00 9.913246e+00
y_rep[829] 9.496377e+00 9.576391e+00 9.868367e+00
y_rep[830] 9.673398e+00 9.761132e+00 1.009164e+01
y_rep[831] 9.656171e+00 9.747703e+00 1.002732e+01
y_rep[832] 9.888214e+00 9.977964e+00 1.025516e+01
y_rep[833] 9.847802e+00 9.932055e+00 1.022413e+01
y_rep[834] 9.998139e+00 1.008955e+01 1.039829e+01
y_rep[835] 1.009740e+01 1.018746e+01 1.049950e+01
y_rep[836] 1.012096e+01 1.020782e+01 1.057868e+01
y_rep[837] 1.017678e+01 1.026746e+01 1.055321e+01
y_rep[838] 1.006331e+01 1.015347e+01 1.043425e+01
y_rep[839] 9.844103e+00 9.938534e+00 1.026816e+01
y_rep[840] 9.826418e+00 9.917706e+00 1.020472e+01
y_rep[841] 1.011041e+01 1.020275e+01 1.052301e+01
y_rep[842] 1.154305e+01 1.164819e+01 1.196084e+01
y_rep[843] 1.121245e+01 1.130364e+01 1.161188e+01
y_rep[844] 1.143300e+01 1.151717e+01 1.180182e+01
y_rep[845] 1.134217e+01 1.142660e+01 1.172748e+01
y_rep[846] 1.157262e+01 1.166021e+01 1.197468e+01
y_rep[847] 1.193062e+01 1.202001e+01 1.231055e+01
y_rep[848] 1.193136e+01 1.202162e+01 1.228646e+01
y_rep[849] 1.173946e+01 1.183283e+01 1.211926e+01
y_rep[850] 1.191661e+01 1.200191e+01 1.232631e+01
y_rep[851] 1.199415e+01 1.209130e+01 1.244250e+01
y_rep[852] 1.212135e+01 1.220950e+01 1.252538e+01
y_rep[853] 1.201041e+01 1.210377e+01 1.237784e+01
y_rep[854] 1.211399e+01 1.220803e+01 1.251072e+01
y_rep[855] 1.201840e+01 1.210263e+01 1.242042e+01
y_rep[856] 1.204458e+01 1.213844e+01 1.244933e+01
y_rep[857] 1.202469e+01 1.212195e+01 1.242126e+01
y_rep[858] 1.251582e+01 1.260835e+01 1.293920e+01
y_rep[859] 1.199254e+01 1.207770e+01 1.234841e+01
y_rep[860] 1.203497e+01 1.213000e+01 1.243032e+01
y_rep[861] 1.201340e+01 1.209735e+01 1.237430e+01
y_rep[862] 1.226296e+01 1.235350e+01 1.264390e+01
y_rep[863] 1.228968e+01 1.238590e+01 1.270144e+01
y_rep[864] 1.219008e+01 1.227749e+01 1.256926e+01
y_rep[865] 1.160488e+01 1.169264e+01 1.200722e+01
y_rep[866] 1.188301e+01 1.197798e+01 1.228587e+01
y_rep[867] 1.215628e+01 1.224874e+01 1.259223e+01
y_rep[868] 1.209343e+01 1.218318e+01 1.250652e+01
y_rep[869] 1.172765e+01 1.182017e+01 1.217140e+01
y_rep[870] 1.180898e+01 1.189313e+01 1.219448e+01
y_rep[871] 1.258506e+01 1.267812e+01 1.302911e+01
y_rep[872] 1.260337e+01 1.269678e+01 1.303371e+01
y_rep[873] 1.257015e+01 1.265872e+01 1.293544e+01
y_rep[874] 1.272974e+01 1.281814e+01 1.310644e+01
y_rep[875] 1.249780e+01 1.257735e+01 1.286389e+01
y_rep[876] 1.245132e+01 1.254121e+01 1.284777e+01
y_rep[877] 1.234511e+01 1.243906e+01 1.277458e+01
y_rep[878] 1.238076e+01 1.247142e+01 1.277339e+01
y_rep[879] 1.236020e+01 1.245143e+01 1.275160e+01
y_rep[880] 1.216637e+01 1.225889e+01 1.256321e+01
y_rep[881] 1.187430e+01 1.196191e+01 1.227987e+01
y_rep[882] 1.200012e+01 1.208452e+01 1.235421e+01
y_rep[883] 1.184071e+01 1.192232e+01 1.225133e+01
y_rep[884] 1.186139e+01 1.194469e+01 1.221450e+01
y_rep[885] 1.181484e+01 1.190091e+01 1.219435e+01
y_rep[886] 1.189415e+01 1.198691e+01 1.231574e+01
y_rep[887] 1.175840e+01 1.184443e+01 1.213936e+01
y_rep[888] 1.200605e+01 1.209707e+01 1.236915e+01
y_rep[889] 1.172913e+01 1.181515e+01 1.206979e+01
y_rep[890] 1.144831e+01 1.153840e+01 1.183044e+01
y_rep[891] 1.151156e+01 1.159719e+01 1.188416e+01
y_rep[892] 1.128708e+01 1.137328e+01 1.165477e+01
y_rep[893] 1.100319e+01 1.109329e+01 1.144495e+01
y_rep[894] 1.041356e+01 1.050300e+01 1.076478e+01
y_rep[895] 1.010843e+01 1.018997e+01 1.052756e+01
y_rep[896] 9.890583e+00 9.986766e+00 1.031466e+01
y_rep[897] 9.930909e+00 1.001724e+01 1.031775e+01
y_rep[898] 9.640556e+00 9.721290e+00 1.001720e+01
y_rep[899] 9.784651e+00 9.876762e+00 1.022474e+01
y_rep[900] 9.743412e+00 9.843467e+00 1.014290e+01
y_rep[901] 9.648159e+00 9.744331e+00 1.005078e+01
y_rep[902] 9.717594e+00 9.804834e+00 1.010554e+01
y_rep[903] 9.856888e+00 9.945689e+00 1.022479e+01
y_rep[904] 9.831237e+00 9.928361e+00 1.019126e+01
y_rep[905] 9.711413e+00 9.796618e+00 1.009966e+01
y_rep[906] 9.990089e+00 1.007899e+01 1.040448e+01
y_rep[907] 9.619257e+00 9.703375e+00 9.967179e+00
y_rep[908] 9.577195e+00 9.662262e+00 9.977052e+00
y_rep[909] 9.335535e+00 9.425745e+00 9.796585e+00
y_rep[910] 9.342417e+00 9.440473e+00 9.734050e+00
y_rep[911] 9.319520e+00 9.405427e+00 9.687556e+00
y_rep[912] 9.773660e+00 9.860243e+00 1.014515e+01
y_rep[913] 9.546326e+00 9.629164e+00 9.928051e+00
y_rep[914] 9.252900e+00 9.348944e+00 9.644064e+00
y_rep[915] 9.701631e+00 9.788540e+00 1.015937e+01
y_rep[916] 9.558769e+00 9.653802e+00 9.923364e+00
y_rep[917] 9.504131e+00 9.600395e+00 9.908708e+00
y_rep[918] 9.372327e+00 9.467679e+00 9.782667e+00
y_rep[919] 9.375469e+00 9.474654e+00 9.782175e+00
y_rep[920] 9.033856e+00 9.126826e+00 9.392582e+00
y_rep[921] 9.183525e+00 9.275792e+00 9.606511e+00
y_rep[922] 8.985022e+00 9.080612e+00 9.421534e+00
y_rep[923] 9.006424e+00 9.105599e+00 9.417376e+00
y_rep[924] 9.287796e+00 9.381628e+00 9.699887e+00
y_rep[925] 9.269836e+00 9.363766e+00 9.652712e+00
y_rep[926] 9.231405e+00 9.317628e+00 9.633682e+00
y_rep[927] 9.269406e+00 9.360713e+00 9.657165e+00
y_rep[928] 9.555683e+00 9.644804e+00 9.933386e+00
y_rep[929] 9.301748e+00 9.386996e+00 9.682928e+00
y_rep[930] 9.857250e+00 9.939670e+00 1.025402e+01
y_rep[931] 9.900384e+00 9.986256e+00 1.031933e+01
y_rep[932] 9.764752e+00 9.851682e+00 1.012254e+01
y_rep[933] 9.566240e+00 9.653060e+00 9.989805e+00
y_rep[934] 9.423453e+00 9.514231e+00 9.857169e+00
y_rep[935] 9.421975e+00 9.510618e+00 9.834940e+00
y_rep[936] 9.726595e+00 9.820135e+00 1.007843e+01
y_rep[937] 9.891150e+00 9.982806e+00 1.026366e+01
y_rep[938] 9.541823e+00 9.629867e+00 9.946377e+00
y_rep[939] 9.544336e+00 9.641025e+00 9.937886e+00
y_rep[940] 9.388731e+00 9.482463e+00 9.775586e+00
y_rep[941] 9.380144e+00 9.461581e+00 9.764376e+00
y_rep[942] 9.366013e+00 9.453306e+00 9.746368e+00
y_rep[943] 9.540302e+00 9.634447e+00 9.929763e+00
y_rep[944] 9.190546e+00 9.283397e+00 9.587443e+00
y_rep[945] 9.196485e+00 9.289573e+00 9.589418e+00
y_rep[946] 9.210363e+00 9.296567e+00 9.602757e+00
y_rep[947] 8.828419e+00 8.917734e+00 9.223763e+00
y_rep[948] 8.782414e+00 8.861127e+00 9.149360e+00
y_rep[949] 8.455245e+00 8.554691e+00 8.842827e+00
y_rep[950] 8.268998e+00 8.345484e+00 8.659514e+00
y_rep[951] 8.129307e+00 8.224347e+00 8.556251e+00
y_rep[952] 8.486749e+00 8.570007e+00 8.827296e+00
y_rep[953] 8.164779e+00 8.261733e+00 8.561075e+00
y_rep[954] 8.440940e+00 8.529785e+00 8.816692e+00
y_rep[955] 8.494450e+00 8.578345e+00 8.857880e+00
y_rep[956] 8.434797e+00 8.528096e+00 8.843384e+00
y_rep[957] 8.387671e+00 8.474331e+00 8.757490e+00
y_rep[958] 8.357490e+00 8.449150e+00 8.811876e+00
y_rep[959] 8.210918e+00 8.304937e+00 8.611210e+00
y_rep[960] 8.548870e+00 8.649762e+00 8.922168e+00
y_rep[961] 8.997519e+00 9.083615e+00 9.363001e+00
y_rep[962] 8.689720e+00 8.779215e+00 9.095610e+00
y_rep[963] 8.732916e+00 8.820797e+00 9.151803e+00
y_rep[964] 8.621599e+00 8.711517e+00 9.004791e+00
y_rep[965] 9.135606e+00 9.225625e+00 9.544039e+00
y_rep[966] 9.175062e+00 9.267068e+00 9.555272e+00
y_rep[967] 9.308301e+00 9.391952e+00 9.715304e+00
y_rep[968] 9.292218e+00 9.386579e+00 9.657643e+00
y_rep[969] 9.351847e+00 9.437089e+00 9.732784e+00
y_rep[970] 9.512588e+00 9.602495e+00 9.906760e+00
y_rep[971] 9.993292e+00 1.008292e+01 1.035804e+01
y_rep[972] 1.004504e+01 1.013747e+01 1.045183e+01
y_rep[973] 1.037481e+01 1.047082e+01 1.076687e+01
y_rep[974] 1.045626e+01 1.054771e+01 1.080169e+01
y_rep[975] 1.052214e+01 1.061096e+01 1.092829e+01
y_rep[976] 1.046178e+01 1.054605e+01 1.087018e+01
y_rep[977] 1.043142e+01 1.052310e+01 1.088030e+01
y_rep[978] 1.039094e+01 1.048223e+01 1.078124e+01
y_rep[979] 1.104889e+01 1.113533e+01 1.146046e+01
y_rep[980] 1.104438e+01 1.113128e+01 1.143982e+01
y_rep[981] 1.107366e+01 1.115867e+01 1.143689e+01
y_rep[982] 1.137878e+01 1.147033e+01 1.173389e+01
y_rep[983] 1.153218e+01 1.163193e+01 1.194437e+01
y_rep[984] 1.150401e+01 1.159380e+01 1.190710e+01
y_rep[985] 1.176765e+01 1.185993e+01 1.220040e+01
y_rep[986] 1.170774e+01 1.179892e+01 1.209983e+01
y_rep[987] 1.166411e+01 1.175963e+01 1.206921e+01
y_rep[988] 1.163331e+01 1.172347e+01 1.204654e+01
y_rep[989] 1.216516e+01 1.225767e+01 1.261242e+01
y_rep[990] 1.280180e+01 1.289302e+01 1.320345e+01
y_rep[991] 1.283164e+01 1.292060e+01 1.320390e+01
y_rep[992] 1.272400e+01 1.281383e+01 1.307248e+01
y_rep[993] 1.262224e+01 1.270683e+01 1.301343e+01
y_rep[994] 1.264887e+01 1.274983e+01 1.316717e+01
y_rep[995] 1.260199e+01 1.268949e+01 1.295974e+01
y_rep[996] 1.235833e+01 1.244579e+01 1.276723e+01
y_rep[997] 1.241327e+01 1.250122e+01 1.278767e+01
y_rep[998] 1.214073e+01 1.223102e+01 1.252385e+01
y_rep[999] 1.210843e+01 1.219628e+01 1.249664e+01
y_rep[1000] 1.227854e+01 1.236865e+01 1.268776e+01
y_rep[1001] 1.224963e+01 1.234339e+01 1.267602e+01
y_rep[1002] 1.183851e+01 1.192852e+01 1.219735e+01
y_rep[1003] 1.226235e+01 1.234193e+01 1.263434e+01
y_rep[1004] 1.202152e+01 1.211633e+01 1.243759e+01
y_rep[1005] 1.172804e+01 1.182303e+01 1.212052e+01
y_rep[1006] 1.173187e+01 1.182456e+01 1.217881e+01
y_rep[1007] 1.192465e+01 1.201535e+01 1.230126e+01
y_rep[1008] 1.161848e+01 1.171448e+01 1.200745e+01
y_rep[1009] 1.156959e+01 1.165786e+01 1.192589e+01
y_rep[1010] 1.146615e+01 1.155832e+01 1.186606e+01
y_rep[1011] 1.129517e+01 1.138616e+01 1.170636e+01
y_rep[1012] 1.054217e+01 1.063511e+01 1.094973e+01
y_rep[1013] 1.038664e+01 1.048280e+01 1.075563e+01
y_rep[1014] 1.042981e+01 1.052597e+01 1.086354e+01
y_rep[1015] 1.035319e+01 1.044371e+01 1.072672e+01
y_rep[1016] 1.027214e+01 1.036324e+01 1.065235e+01
y_rep[1017] 1.019957e+01 1.029478e+01 1.060948e+01
y_rep[1018] 1.027585e+01 1.036251e+01 1.065395e+01
y_rep[1019] 1.053450e+01 1.063111e+01 1.091653e+01
y_rep[1020] 1.078586e+01 1.088066e+01 1.124714e+01
y_rep[1021] 1.110019e+01 1.119133e+01 1.152082e+01
y_rep[1022] 1.107938e+01 1.116819e+01 1.147600e+01
y_rep[1023] 1.072873e+01 1.081945e+01 1.112767e+01
y_rep[1024] 1.079618e+01 1.089570e+01 1.123330e+01
y_rep[1025] 1.129894e+01 1.139129e+01 1.167874e+01
y_rep[1026] 1.069574e+01 1.078721e+01 1.112395e+01
y_rep[1027] 1.069823e+01 1.078259e+01 1.110923e+01
y_rep[1028] 1.052309e+01 1.061426e+01 1.091308e+01
y_rep[1029] 1.066747e+01 1.075930e+01 1.106204e+01
y_rep[1030] 1.057463e+01 1.066601e+01 1.096182e+01
y_rep[1031] 1.047433e+01 1.055959e+01 1.084415e+01
y_rep[1032] 1.057511e+01 1.066169e+01 1.096848e+01
y_rep[1033] 1.069719e+01 1.079699e+01 1.111629e+01
y_rep[1034] 1.077030e+01 1.085972e+01 1.117080e+01
y_rep[1035] 1.071252e+01 1.081248e+01 1.111208e+01
y_rep[1036] 1.065821e+01 1.075235e+01 1.103558e+01
y_rep[1037] 1.086531e+01 1.096100e+01 1.124492e+01
y_rep[1038] 1.129210e+01 1.138436e+01 1.168850e+01
y_rep[1039] 1.146266e+01 1.155565e+01 1.184030e+01
y_rep[1040] 1.145806e+01 1.154322e+01 1.185960e+01
y_rep[1041] 1.131797e+01 1.141179e+01 1.177846e+01
y_rep[1042] 1.092619e+01 1.101481e+01 1.133894e+01
y_rep[1043] 1.089227e+01 1.097489e+01 1.129767e+01
y_rep[1044] 1.073531e+01 1.082455e+01 1.116632e+01
y_rep[1045] 1.096616e+01 1.105573e+01 1.132869e+01
y_rep[1046] 1.080690e+01 1.089913e+01 1.121549e+01
y_rep[1047] 1.069079e+01 1.077538e+01 1.107003e+01
y_rep[1048] 1.067444e+01 1.076660e+01 1.106165e+01
y_rep[1049] 1.058268e+01 1.067768e+01 1.095461e+01
y_rep[1050] 1.058237e+01 1.067671e+01 1.096856e+01
y_rep[1051] 1.081385e+01 1.090177e+01 1.124715e+01
y_rep[1052] 1.058452e+01 1.067145e+01 1.101384e+01
y_rep[1053] 1.022194e+01 1.031959e+01 1.064502e+01
y_rep[1054] 1.015980e+01 1.024637e+01 1.057037e+01
y_rep[1055] 1.013017e+01 1.021894e+01 1.049468e+01
y_rep[1056] 9.878251e+00 9.966949e+00 1.039441e+01
y_rep[1057] 1.006397e+01 1.015582e+01 1.042427e+01
y_rep[1058] 1.004989e+01 1.014498e+01 1.049284e+01
y_rep[1059] 9.730849e+00 9.822521e+00 1.010408e+01
y_rep[1060] 9.406518e+00 9.495978e+00 9.772339e+00
y_rep[1061] 8.775551e+00 8.860664e+00 9.149141e+00
y_rep[1062] 8.615946e+00 8.705086e+00 9.031246e+00
y_rep[1063] 8.896767e+00 8.983682e+00 9.277460e+00
y_rep[1064] 9.217951e+00 9.309426e+00 9.589821e+00
y_rep[1065] 9.182558e+00 9.273982e+00 9.578505e+00
y_rep[1066] 8.727512e+00 8.823820e+00 9.086148e+00
y_rep[1067] 8.705865e+00 8.795276e+00 9.069797e+00
y_rep[1068] 9.452375e+00 9.541824e+00 9.836257e+00
y_rep[1069] 9.436126e+00 9.520745e+00 9.789192e+00
y_rep[1070] 9.526618e+00 9.613800e+00 9.908415e+00
y_rep[1071] 9.424492e+00 9.514204e+00 9.818249e+00
y_rep[1072] 8.970306e+00 9.065841e+00 9.341194e+00
y_rep[1073] 8.779398e+00 8.866759e+00 9.152288e+00
y_rep[1074] 8.974834e+00 9.061665e+00 9.383156e+00
y_rep[1075] 9.085315e+00 9.171212e+00 9.458240e+00
y_rep[1076] 9.473518e+00 9.566053e+00 9.870397e+00
y_rep[1077] 9.322950e+00 9.417142e+00 9.700089e+00
y_rep[1078] 9.060171e+00 9.152749e+00 9.469524e+00
y_rep[1079] 8.974696e+00 9.062780e+00 9.356392e+00
y_rep[1080] 8.638738e+00 8.730358e+00 9.029922e+00
y_rep[1081] 8.881201e+00 8.977002e+00 9.329743e+00
y_rep[1082] 8.872260e+00 8.958397e+00 9.284776e+00
y_rep[1083] 9.106648e+00 9.193033e+00 9.497172e+00
y_rep[1084] 9.118397e+00 9.212496e+00 9.531649e+00
y_rep[1085] 8.929044e+00 9.010401e+00 9.345993e+00
y_rep[1086] 8.850789e+00 8.940164e+00 9.221069e+00
y_rep[1087] 8.678064e+00 8.767528e+00 9.093339e+00
y_rep[1088] 8.560426e+00 8.648901e+00 8.936024e+00
y_rep[1089] 8.685717e+00 8.771878e+00 9.072447e+00
y_rep[1090] 8.467564e+00 8.555613e+00 8.835474e+00
y_rep[1091] 8.057394e+00 8.151969e+00 8.471526e+00
y_rep[1092] 7.773930e+00 7.871204e+00 8.150464e+00
y_rep[1093] 7.849549e+00 7.947589e+00 8.226537e+00
y_rep[1094] 7.789640e+00 7.886042e+00 8.215240e+00
y_rep[1095] 8.857819e+00 8.950150e+00 9.219033e+00
y_rep[1096] 8.997125e+00 9.081909e+00 9.371236e+00
y_rep[1097] 9.041243e+00 9.135966e+00 9.415492e+00
y_rep[1098] 8.898822e+00 8.997210e+00 9.371984e+00
y_rep[1099] 8.877945e+00 8.969613e+00 9.292691e+00
y_rep[1100] 8.763501e+00 8.854821e+00 9.138705e+00
y_rep[1101] 8.805895e+00 8.898979e+00 9.152185e+00
y_rep[1102] 8.759556e+00 8.851517e+00 9.156098e+00
y_rep[1103] 8.559470e+00 8.643080e+00 8.904121e+00
y_rep[1104] 8.575215e+00 8.659975e+00 8.999770e+00
y_rep[1105] 8.587347e+00 8.680129e+00 8.967317e+00
y_rep[1106] 8.413267e+00 8.498218e+00 8.784025e+00
y_rep[1107] 8.562814e+00 8.657728e+00 8.948489e+00
y_rep[1108] 8.391834e+00 8.480773e+00 8.743540e+00
y_rep[1109] 8.625109e+00 8.718738e+00 9.004608e+00
y_rep[1110] 8.997410e+00 9.089326e+00 9.373619e+00
y_rep[1111] 8.994934e+00 9.083869e+00 9.383189e+00
y_rep[1112] 8.765719e+00 8.859322e+00 9.190576e+00
y_rep[1113] 8.916527e+00 9.006393e+00 9.338796e+00
y_rep[1114] 8.829548e+00 8.913339e+00 9.223031e+00
y_rep[1115] 8.700904e+00 8.793837e+00 9.070297e+00
y_rep[1116] 8.909822e+00 8.997513e+00 9.351955e+00
y_rep[1117] 9.349631e+00 9.440793e+00 9.735019e+00
y_rep[1118] 8.560443e+00 8.650309e+00 8.982051e+00
y_rep[1119] 8.644664e+00 8.742105e+00 9.023859e+00
y_rep[1120] 8.450384e+00 8.539212e+00 8.880727e+00
y_rep[1121] 8.290798e+00 8.376806e+00 8.672713e+00
y_rep[1122] 8.674305e+00 8.763884e+00 9.081101e+00
y_rep[1123] 8.648340e+00 8.743554e+00 9.043648e+00
y_rep[1124] 8.527475e+00 8.613946e+00 8.888860e+00
y_rep[1125] 9.316195e+00 9.399999e+00 9.730523e+00
y_rep[1126] 9.282710e+00 9.368448e+00 9.655415e+00
y_rep[1127] 9.412611e+00 9.503906e+00 9.871305e+00
y_rep[1128] 9.354954e+00 9.440426e+00 9.765083e+00
y_rep[1129] 9.481366e+00 9.571124e+00 9.867446e+00
y_rep[1130] 9.488625e+00 9.572958e+00 9.851648e+00
y_rep[1131] 9.583207e+00 9.676342e+00 1.004018e+01
y_rep[1132] 9.408027e+00 9.493216e+00 9.793600e+00
y_rep[1133] 9.044389e+00 9.127679e+00 9.419861e+00
y_rep[1134] 9.082703e+00 9.178073e+00 9.506657e+00
y_rep[1135] 9.442293e+00 9.537118e+00 9.883707e+00
y_rep[1136] 9.485999e+00 9.574966e+00 9.826939e+00
y_rep[1137] 9.589404e+00 9.681381e+00 9.982264e+00
y_rep[1138] 9.531838e+00 9.621899e+00 9.905490e+00
y_rep[1139] 9.498854e+00 9.588698e+00 9.897627e+00
y_rep[1140] 9.362852e+00 9.452924e+00 9.773029e+00
y_rep[1141] 9.305234e+00 9.394841e+00 9.668761e+00
y_rep[1142] 9.207161e+00 9.294169e+00 9.593655e+00
y_rep[1143] 9.248027e+00 9.345610e+00 9.673908e+00
y_rep[1144] 9.286565e+00 9.373296e+00 9.694818e+00
y_rep[1145] 9.963974e+00 1.005183e+01 1.036667e+01
y_rep[1146] 9.875506e+00 9.965957e+00 1.031575e+01
y_rep[1147] 1.041406e+01 1.050371e+01 1.077889e+01
y_rep[1148] 1.000624e+01 1.008704e+01 1.041616e+01
y_rep[1149] 1.064831e+01 1.073734e+01 1.107744e+01
y_rep[1150] 1.040703e+01 1.048974e+01 1.077566e+01
y_rep[1151] 1.037857e+01 1.046750e+01 1.076062e+01
y_rep[1152] 1.031210e+01 1.039813e+01 1.072987e+01
y_rep[1153] 1.022180e+01 1.031967e+01 1.062391e+01
y_rep[1154] 1.050563e+01 1.059240e+01 1.091076e+01
y_rep[1155] 1.199435e+01 1.208850e+01 1.243111e+01
y_rep[1156] 1.122017e+01 1.131653e+01 1.162620e+01
y_rep[1157] 1.104305e+01 1.113396e+01 1.141823e+01
y_rep[1158] 1.116991e+01 1.126282e+01 1.156178e+01
y_rep[1159] 1.104247e+01 1.112791e+01 1.140064e+01
y_rep[1160] 1.097974e+01 1.107353e+01 1.134378e+01
y_rep[1161] 1.112292e+01 1.121338e+01 1.150330e+01
y_rep[1162] 1.096126e+01 1.104867e+01 1.132744e+01
y_rep[1163] 1.090022e+01 1.099393e+01 1.130697e+01
y_rep[1164] 1.098463e+01 1.107609e+01 1.139229e+01
y_rep[1165] 1.104542e+01 1.113148e+01 1.142332e+01
y_rep[1166] 1.104499e+01 1.112836e+01 1.142560e+01
y_rep[1167] 1.120690e+01 1.129284e+01 1.162933e+01
y_rep[1168] 1.085203e+01 1.094507e+01 1.123356e+01
y_rep[1169] 1.067866e+01 1.077326e+01 1.106421e+01
y_rep[1170] 1.056395e+01 1.065460e+01 1.093679e+01
y_rep[1171] 1.036779e+01 1.046809e+01 1.076817e+01
y_rep[1172] 9.954900e+00 1.003871e+01 1.036597e+01
y_rep[1173] 1.025920e+01 1.034110e+01 1.068279e+01
y_rep[1174] 1.014685e+01 1.024373e+01 1.051421e+01
y_rep[1175] 1.012900e+01 1.021764e+01 1.050254e+01
y_rep[1176] 1.018870e+01 1.028123e+01 1.054830e+01
y_rep[1177] 9.996748e+00 1.008678e+01 1.041149e+01
y_rep[1178] 9.460716e+00 9.551477e+00 9.865670e+00
y_rep[1179] 9.622801e+00 9.708136e+00 9.996404e+00
y_rep[1180] 9.712952e+00 9.802436e+00 1.011490e+01
y_rep[1181] 9.621749e+00 9.713823e+00 1.000766e+01
y_rep[1182] 9.572322e+00 9.662896e+00 9.995855e+00
y_rep[1183] 9.484553e+00 9.580915e+00 9.882391e+00
y_rep[1184] 9.966480e+00 1.006489e+01 1.037054e+01
y_rep[1185] 1.005783e+01 1.015063e+01 1.042989e+01
y_rep[1186] 9.944090e+00 1.003319e+01 1.036214e+01
y_rep[1187] 9.718811e+00 9.806030e+00 1.010964e+01
y_rep[1188] 1.021042e+01 1.029977e+01 1.059765e+01
y_rep[1189] 1.028855e+01 1.037836e+01 1.074650e+01
y_rep[1190] 1.006519e+01 1.015652e+01 1.048472e+01
y_rep[1191] 1.018905e+01 1.027825e+01 1.055502e+01
y_rep[1192] 1.003052e+01 1.011662e+01 1.045122e+01
y_rep[1193] 1.031341e+01 1.039618e+01 1.071088e+01
y_rep[1194] 1.044245e+01 1.053463e+01 1.081831e+01
y_rep[1195] 1.021863e+01 1.030564e+01 1.058780e+01
y_rep[1196] 1.137671e+01 1.146499e+01 1.178635e+01
y_rep[1197] 1.150971e+01 1.160167e+01 1.187112e+01
y_rep[1198] 1.130056e+01 1.139035e+01 1.168487e+01
y_rep[1199] 1.137688e+01 1.147117e+01 1.178744e+01
y_rep[1200] 1.148875e+01 1.158080e+01 1.187635e+01
y_rep[1201] 1.127984e+01 1.137722e+01 1.165708e+01
y_rep[1202] 1.110374e+01 1.119427e+01 1.149525e+01
y_rep[1203] 1.121725e+01 1.130961e+01 1.162529e+01
y_rep[1204] 1.101935e+01 1.110925e+01 1.140501e+01
y_rep[1205] 1.100491e+01 1.109415e+01 1.145055e+01
y_rep[1206] 1.105443e+01 1.114563e+01 1.145561e+01
y_rep[1207] 1.090807e+01 1.100149e+01 1.132894e+01
y_rep[1208] 1.086231e+01 1.095676e+01 1.123242e+01
y_rep[1209] 1.100763e+01 1.109394e+01 1.140352e+01
y_rep[1210] 1.095223e+01 1.104361e+01 1.134500e+01
y_rep[1211] 1.054530e+01 1.063202e+01 1.089197e+01
y_rep[1212] 1.064525e+01 1.073796e+01 1.101722e+01
y_rep[1213] 1.059471e+01 1.067851e+01 1.101745e+01
y_rep[1214] 1.057874e+01 1.066909e+01 1.094976e+01
y_rep[1215] 1.109281e+01 1.118011e+01 1.146989e+01
y_rep[1216] 1.106566e+01 1.115258e+01 1.149509e+01
y_rep[1217] 1.073683e+01 1.082597e+01 1.117594e+01
y_rep[1218] 1.069191e+01 1.077853e+01 1.104458e+01
y_rep[1219] 9.835317e+00 9.925143e+00 1.023173e+01
y_rep[1220] 9.529577e+00 9.616415e+00 9.911713e+00
y_rep[1221] 1.002024e+01 1.010992e+01 1.041925e+01
y_rep[1222] 1.043308e+01 1.052672e+01 1.082801e+01
y_rep[1223] 9.822807e+00 9.921903e+00 1.018909e+01
y_rep[1224] 1.001729e+01 1.010059e+01 1.042551e+01
y_rep[1225] 9.845103e+00 9.941908e+00 1.022026e+01
y_rep[1226] 9.911993e+00 1.000367e+01 1.030402e+01
y_rep[1227] 1.023275e+01 1.032121e+01 1.061987e+01
y_rep[1228] 1.027291e+01 1.036877e+01 1.064852e+01
y_rep[1229] 1.005123e+01 1.014567e+01 1.045465e+01
y_rep[1230] 9.934679e+00 1.002502e+01 1.032934e+01
y_rep[1231] 9.738757e+00 9.813948e+00 1.009241e+01
y_rep[1232] 9.698705e+00 9.787197e+00 1.005950e+01
y_rep[1233] 9.562227e+00 9.656056e+00 9.901270e+00
y_rep[1234] 9.538515e+00 9.630568e+00 9.927246e+00
y_rep[1235] 9.433454e+00 9.525045e+00 9.762485e+00
y_rep[1236] 9.243333e+00 9.330499e+00 9.673038e+00
y_rep[1237] 9.365448e+00 9.452981e+00 9.767431e+00
y_rep[1238] 9.067299e+00 9.159179e+00 9.486733e+00
y_rep[1239] 9.302766e+00 9.392442e+00 9.694916e+00
y_rep[1240] 9.095165e+00 9.185653e+00 9.524932e+00
y_rep[1241] 9.059170e+00 9.146159e+00 9.440462e+00
y_rep[1242] 9.231875e+00 9.327901e+00 9.588585e+00
y_rep[1243] 9.275049e+00 9.359538e+00 9.665280e+00
y_rep[1244] 8.992151e+00 9.088521e+00 9.440710e+00
y_rep[1245] 8.861560e+00 8.954666e+00 9.228865e+00
y_rep[1246] 9.073060e+00 9.167693e+00 9.507134e+00
y_rep[1247] 8.961259e+00 9.057531e+00 9.365575e+00
y_rep[1248] 8.746123e+00 8.842778e+00 9.142912e+00
y_rep[1249] 8.682830e+00 8.764676e+00 9.046624e+00
y_rep[1250] 8.444189e+00 8.532856e+00 8.860388e+00
y_rep[1251] 8.282607e+00 8.373347e+00 8.618007e+00
y_rep[1252] 8.291183e+00 8.387936e+00 8.692087e+00
y_rep[1253] 8.213246e+00 8.311617e+00 8.595076e+00
y_rep[1254] 8.413841e+00 8.510018e+00 8.821556e+00
y_rep[1255] 8.255517e+00 8.337109e+00 8.648849e+00
y_rep[1256] 8.299756e+00 8.390793e+00 8.675842e+00
y_rep[1257] 9.387329e+00 9.481173e+00 9.787295e+00
y_rep[1258] 9.571722e+00 9.665621e+00 9.983727e+00
y_rep[1259] 9.370818e+00 9.461858e+00 9.801646e+00
y_rep[1260] 9.458957e+00 9.541662e+00 9.801047e+00
y_rep[1261] 9.217247e+00 9.297628e+00 9.610966e+00
y_rep[1262] 8.792063e+00 8.884039e+00 9.170744e+00
y_rep[1263] 9.055311e+00 9.149762e+00 9.440331e+00
y_rep[1264] 9.336559e+00 9.427585e+00 9.722968e+00
y_rep[1265] 9.038289e+00 9.131442e+00 9.422237e+00
y_rep[1266] 8.842719e+00 8.946031e+00 9.247160e+00
y_rep[1267] 8.948362e+00 9.032462e+00 9.308534e+00
y_rep[1268] 8.850433e+00 8.941702e+00 9.223327e+00
y_rep[1269] 8.863961e+00 8.954248e+00 9.242127e+00
y_rep[1270] 9.083288e+00 9.172909e+00 9.432215e+00
y_rep[1271] 9.126361e+00 9.218381e+00 9.507086e+00
y_rep[1272] 9.157853e+00 9.254398e+00 9.613419e+00
y_rep[1273] 9.252288e+00 9.344034e+00 9.640129e+00
y_rep[1274] 9.389768e+00 9.484626e+00 9.824755e+00
y_rep[1275] 9.336923e+00 9.426182e+00 9.723126e+00
y_rep[1276] 9.382348e+00 9.470758e+00 9.774521e+00
y_rep[1277] 9.270379e+00 9.366197e+00 9.676724e+00
y_rep[1278] 9.218781e+00 9.305268e+00 9.603598e+00
y_rep[1279] 9.101524e+00 9.190725e+00 9.512444e+00
y_rep[1280] 8.669081e+00 8.763919e+00 9.071120e+00
y_rep[1281] 8.527293e+00 8.618520e+00 8.976058e+00
y_rep[1282] 8.869092e+00 8.957361e+00 9.287781e+00
y_rep[1283] 8.594683e+00 8.683801e+00 8.960710e+00
y_rep[1284] 8.448010e+00 8.538204e+00 8.870898e+00
y_rep[1285] 8.585206e+00 8.673311e+00 8.972088e+00
y_rep[1286] 8.221349e+00 8.306562e+00 8.652686e+00
y_rep[1287] 8.017384e+00 8.109035e+00 8.392291e+00
y_rep[1288] 9.174331e+00 9.271402e+00 9.610895e+00
y_rep[1289] 8.965666e+00 9.050305e+00 9.336292e+00
y_rep[1290] 8.916704e+00 9.006107e+00 9.270709e+00
y_rep[1291] 8.992162e+00 9.078488e+00 9.419870e+00
y_rep[1292] 8.828548e+00 8.917329e+00 9.220662e+00
y_rep[1293] 8.507971e+00 8.596804e+00 8.915876e+00
y_rep[1294] 8.445472e+00 8.532627e+00 8.870713e+00
y_rep[1295] 8.328011e+00 8.414628e+00 8.705726e+00
y_rep[1296] 8.175050e+00 8.258425e+00 8.577153e+00
y_rep[1297] 8.109169e+00 8.191158e+00 8.500085e+00
y_rep[1298] 8.093996e+00 8.177651e+00 8.458565e+00
y_rep[1299] 7.790233e+00 7.877161e+00 8.215010e+00
y_rep[1300] 7.983759e+00 8.069151e+00 8.352388e+00
y_rep[1301] 7.704549e+00 7.788812e+00 8.110089e+00
y_rep[1302] 7.874195e+00 7.963970e+00 8.266132e+00
y_rep[1303] 7.907166e+00 8.001890e+00 8.275837e+00
y_rep[1304] 7.933295e+00 8.019396e+00 8.323680e+00
y_rep[1305] 7.931453e+00 8.022735e+00 8.358018e+00
y_rep[1306] 8.260664e+00 8.345725e+00 8.622824e+00
y_rep[1307] 8.068135e+00 8.155817e+00 8.460239e+00
y_rep[1308] 8.009901e+00 8.097046e+00 8.428350e+00
y_rep[1309] 8.035455e+00 8.117822e+00 8.410213e+00
y_rep[1310] 8.312364e+00 8.395458e+00 8.718000e+00
y_rep[1311] 7.810205e+00 7.905762e+00 8.193777e+00
y_rep[1312] 8.388161e+00 8.481920e+00 8.806085e+00
y_rep[1313] 8.287372e+00 8.387481e+00 8.672789e+00
y_rep[1314] 8.394701e+00 8.482115e+00 8.772452e+00
y_rep[1315] 8.303370e+00 8.393638e+00 8.678955e+00
y_rep[1316] 8.229564e+00 8.315525e+00 8.641133e+00
y_rep[1317] 8.431099e+00 8.516227e+00 8.823240e+00
y_rep[1318] 8.435302e+00 8.520676e+00 8.812269e+00
y_rep[1319] 9.490105e+00 9.575320e+00 9.904065e+00
y_rep[1320] 9.698544e+00 9.790145e+00 1.014655e+01
y_rep[1321] 9.544415e+00 9.636727e+00 9.978144e+00
y_rep[1322] 9.634755e+00 9.729104e+00 1.010183e+01
y_rep[1323] 9.523156e+00 9.614664e+00 9.915482e+00
y_rep[1324] 9.588255e+00 9.683436e+00 1.000338e+01
y_rep[1325] 1.004966e+01 1.013802e+01 1.045555e+01
y_rep[1326] 9.758533e+00 9.850622e+00 1.014706e+01
y_rep[1327] 9.636728e+00 9.730987e+00 1.001461e+01
y_rep[1328] 9.615294e+00 9.704228e+00 1.001006e+01
y_rep[1329] 9.490372e+00 9.580740e+00 9.863184e+00
y_rep[1330] 9.698047e+00 9.785649e+00 1.009516e+01
y_rep[1331] 1.003108e+01 1.011824e+01 1.049385e+01
y_rep[1332] 9.812008e+00 9.904308e+00 1.022344e+01
y_rep[1333] 9.654784e+00 9.746953e+00 1.004220e+01
y_rep[1334] 9.597873e+00 9.683773e+00 9.982960e+00
y_rep[1335] 9.449172e+00 9.535039e+00 9.836301e+00
y_rep[1336] 9.843800e+00 9.928682e+00 1.023971e+01
y_rep[1337] 9.917884e+00 1.001183e+01 1.032337e+01
y_rep[1338] 9.629256e+00 9.729615e+00 1.001935e+01
y_rep[1339] 9.621442e+00 9.711920e+00 1.004606e+01
y_rep[1340] 9.695762e+00 9.783277e+00 1.009619e+01
y_rep[1341] 9.736050e+00 9.824533e+00 1.012690e+01
y_rep[1342] 9.902401e+00 9.994509e+00 1.032470e+01
y_rep[1343] 9.887684e+00 9.983861e+00 1.033860e+01
y_rep[1344] 9.938199e+00 1.002456e+01 1.031541e+01
y_rep[1345] 9.757661e+00 9.856141e+00 1.017266e+01
y_rep[1346] 9.797378e+00 9.889097e+00 1.018157e+01
y_rep[1347] 9.662699e+00 9.758873e+00 1.009054e+01
y_rep[1348] 9.604815e+00 9.692695e+00 9.987756e+00
y_rep[1349] 9.501671e+00 9.588269e+00 9.900500e+00
y_rep[1350] 9.687154e+00 9.777374e+00 1.005899e+01
y_rep[1351] 9.755712e+00 9.844644e+00 1.012775e+01
y_rep[1352] 9.712762e+00 9.800883e+00 1.011793e+01
y_rep[1353] 9.975508e+00 1.006336e+01 1.032680e+01
y_rep[1354] 9.870797e+00 9.964574e+00 1.027089e+01
y_rep[1355] 9.729147e+00 9.818093e+00 1.015043e+01
y_rep[1356] 9.756527e+00 9.846972e+00 1.015264e+01
y_rep[1357] 9.899472e+00 9.992740e+00 1.026185e+01
y_rep[1358] 9.822217e+00 9.910031e+00 1.020547e+01
y_rep[1359] 9.372772e+00 9.458751e+00 9.762178e+00
y_rep[1360] 9.227029e+00 9.315311e+00 9.593117e+00
y_rep[1361] 8.767741e+00 8.859421e+00 9.202318e+00
y_rep[1362] 8.681019e+00 8.770248e+00 9.049882e+00
y_rep[1363] 8.726856e+00 8.814485e+00 9.109862e+00
y_rep[1364] 8.497095e+00 8.580155e+00 8.874999e+00
y_rep[1365] 8.538049e+00 8.627318e+00 8.937318e+00
y_rep[1366] 8.067166e+00 8.159206e+00 8.461759e+00
y_rep[1367] 8.174331e+00 8.265063e+00 8.542565e+00
y_rep[1368] 7.888667e+00 7.982774e+00 8.338362e+00
y_rep[1369] 7.925117e+00 8.012682e+00 8.276397e+00
y_rep[1370] 7.717896e+00 7.808261e+00 8.161951e+00
y_rep[1371] 7.543682e+00 7.648687e+00 7.980967e+00
y_rep[1372] 8.022030e+00 8.109676e+00 8.408777e+00
y_rep[1373] 8.295591e+00 8.390324e+00 8.654148e+00
y_rep[1374] 7.994813e+00 8.085040e+00 8.440234e+00
y_rep[1375] 7.878225e+00 7.973920e+00 8.282963e+00
y_rep[1376] 7.771965e+00 7.866852e+00 8.172146e+00
y_rep[1377] 7.665676e+00 7.758592e+00 8.036134e+00
y_rep[1378] 7.759704e+00 7.853197e+00 8.184372e+00
y_rep[1379] 7.809695e+00 7.890502e+00 8.179106e+00
y_rep[1380] 7.481830e+00 7.566610e+00 7.910197e+00
y_rep[1381] 7.838818e+00 7.921306e+00 8.210852e+00
y_rep[1382] 8.123665e+00 8.213188e+00 8.526670e+00
y_rep[1383] 8.008964e+00 8.102075e+00 8.404645e+00
y_rep[1384] 8.461398e+00 8.551721e+00 8.847934e+00
y_rep[1385] 8.634707e+00 8.714340e+00 8.999038e+00
y_rep[1386] 8.429933e+00 8.513748e+00 8.805582e+00
y_rep[1387] 8.494892e+00 8.578263e+00 8.868507e+00
y_rep[1388] 8.412494e+00 8.502486e+00 8.752976e+00
y_rep[1389] 8.309982e+00 8.396981e+00 8.704590e+00
y_rep[1390] 8.368407e+00 8.461691e+00 8.737527e+00
y_rep[1391] 8.345711e+00 8.437099e+00 8.757171e+00
y_rep[1392] 8.253035e+00 8.349276e+00 8.686495e+00
y_rep[1393] 8.234113e+00 8.322872e+00 8.659753e+00
y_rep[1394] 8.121377e+00 8.207676e+00 8.452964e+00
y_rep[1395] 7.855529e+00 7.951169e+00 8.248428e+00
y_rep[1396] 8.247384e+00 8.337047e+00 8.642245e+00
y_rep[1397] 8.112995e+00 8.203572e+00 8.497592e+00
y_rep[1398] 8.781136e+00 8.870584e+00 9.186024e+00
y_rep[1399] 9.806726e+00 9.898307e+00 1.016265e+01
y_rep[1400] 9.360936e+00 9.462660e+00 9.753894e+00
y_rep[1401] 9.563111e+00 9.653450e+00 9.950690e+00
y_rep[1402] 9.824676e+00 9.914464e+00 1.020328e+01
y_rep[1403] 1.000815e+01 1.009116e+01 1.044901e+01
y_rep[1404] 9.883195e+00 9.973541e+00 1.025515e+01
y_rep[1405] 9.766990e+00 9.858146e+00 1.013320e+01
y_rep[1406] 9.794753e+00 9.873870e+00 1.014541e+01
y_rep[1407] 9.649103e+00 9.743426e+00 1.008068e+01
y_rep[1408] 9.760268e+00 9.847859e+00 1.014128e+01
y_rep[1409] 1.002365e+01 1.011273e+01 1.039384e+01
y_rep[1410] 9.959905e+00 1.004492e+01 1.032536e+01
y_rep[1411] 1.022613e+01 1.031251e+01 1.058612e+01
y_rep[1412] 1.011071e+01 1.019932e+01 1.051548e+01
y_rep[1413] 1.021095e+01 1.029919e+01 1.061053e+01
y_rep[1414] 1.090077e+01 1.099189e+01 1.126378e+01
y_rep[1415] 1.359001e+01 1.368217e+01 1.396585e+01
y_rep[1416] 1.328066e+01 1.336639e+01 1.368092e+01
y_rep[1417] 1.364986e+01 1.373748e+01 1.401916e+01
y_rep[1418] 1.376405e+01 1.386286e+01 1.415164e+01
y_rep[1419] 1.399786e+01 1.408793e+01 1.436340e+01
y_rep[1420] 1.473783e+01 1.482733e+01 1.515547e+01
y_rep[1421] 1.463432e+01 1.472222e+01 1.503527e+01
y_rep[1422] 1.451276e+01 1.459683e+01 1.489566e+01
y_rep[1423] 1.506575e+01 1.515249e+01 1.544712e+01
y_rep[1424] 1.849659e+01 1.858627e+01 1.890592e+01
y_rep[1425] 1.795016e+01 1.803659e+01 1.839401e+01
y_rep[1426] 1.726482e+01 1.736017e+01 1.764344e+01
y_rep[1427] 1.796014e+01 1.805617e+01 1.835252e+01
y_rep[1428] 1.802690e+01 1.812439e+01 1.845543e+01
y_rep[1429] 1.762133e+01 1.771280e+01 1.799885e+01
y_rep[1430] 1.779323e+01 1.788171e+01 1.816239e+01
y_rep[1431] 1.855038e+01 1.864393e+01 1.894540e+01
y_rep[1432] 1.851427e+01 1.859937e+01 1.891454e+01
y_rep[1433] 1.889704e+01 1.899125e+01 1.930040e+01
y_rep[1434] 1.839860e+01 1.849383e+01 1.882324e+01
y_rep[1435] 1.842955e+01 1.852607e+01 1.880860e+01
y_rep[1436] 1.823613e+01 1.833320e+01 1.869243e+01
y_rep[1437] 1.826824e+01 1.835969e+01 1.868260e+01
y_rep[1438] 1.783188e+01 1.792096e+01 1.822260e+01
y_rep[1439] 1.817642e+01 1.827191e+01 1.859228e+01
y_rep[1440] 1.777403e+01 1.786524e+01 1.813802e+01
y_rep[1441] 1.765961e+01 1.774452e+01 1.804138e+01
y_rep[1442] 1.698134e+01 1.707589e+01 1.739557e+01
y_rep[1443] 1.685892e+01 1.694809e+01 1.723489e+01
y_rep[1444] 1.698794e+01 1.707309e+01 1.739277e+01
y_rep[1445] 1.686976e+01 1.696028e+01 1.725501e+01
y_rep[1446] 1.585926e+01 1.594268e+01 1.621631e+01
y_rep[1447] 1.456259e+01 1.465028e+01 1.493393e+01
y_rep[1448] 1.443304e+01 1.451280e+01 1.476917e+01
y_rep[1449] 1.433981e+01 1.442939e+01 1.474004e+01
y_rep[1450] 1.347720e+01 1.357299e+01 1.388539e+01
y_rep[1451] 1.496850e+01 1.506723e+01 1.537470e+01
y_rep[1452] 1.471498e+01 1.480513e+01 1.509319e+01
y_rep[1453] 1.550568e+01 1.558691e+01 1.586388e+01
y_rep[1454] 1.542228e+01 1.552357e+01 1.578762e+01
y_rep[1455] 1.552795e+01 1.562331e+01 1.590597e+01
y_rep[1456] 1.594924e+01 1.603826e+01 1.633941e+01
y_rep[1457] 1.624927e+01 1.634053e+01 1.663842e+01
y_rep[1458] 1.579779e+01 1.588573e+01 1.614070e+01
y_rep[1459] 1.608976e+01 1.618211e+01 1.647348e+01
y_rep[1460] 1.628381e+01 1.637487e+01 1.676665e+01
log_lik[1] 2.319448e-01 2.852188e-01 3.772677e-01
log_lik[2] -2.783927e+00 -2.725839e+00 -2.611061e+00
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log_lik[1285] -9.250961e-01 -8.830135e-01 -8.054719e-01
log_lik[1286] 6.790045e-01 7.166595e-01 7.808379e-01
log_lik[1287] 1.113368e+00 1.133054e+00 1.175626e+00
log_lik[1288] 1.608066e-01 2.300942e-01 3.420518e-01
log_lik[1289] 7.672479e-01 8.022169e-01 8.610407e-01
log_lik[1290] 1.110688e+00 1.131074e+00 1.173251e+00
log_lik[1291] 3.237538e-02 7.233228e-02 1.507924e-01
log_lik[1292] 8.178900e-01 8.469571e-01 9.009614e-01
log_lik[1293] 3.375344e-01 3.874692e-01 4.661352e-01
log_lik[1294] 1.032739e+00 1.065163e+00 1.118046e+00
log_lik[1295] 6.511978e-01 6.829277e-01 7.404374e-01
log_lik[1296] 1.141384e+00 1.159730e+00 1.201428e+00
log_lik[1297] 4.990374e-01 5.330225e-01 5.951078e-01
log_lik[1298] 4.685606e-01 5.122291e-01 5.893399e-01
log_lik[1299] 2.325285e-01 2.789524e-01 3.679791e-01
log_lik[1300] 1.121756e+00 1.142984e+00 1.183837e+00
log_lik[1301] 6.745601e-01 7.102894e-01 7.759425e-01
log_lik[1302] 1.086216e+00 1.109362e+00 1.153640e+00
log_lik[1303] 9.538395e-01 9.781569e-01 1.027563e+00
log_lik[1304] 1.110967e+00 1.129895e+00 1.171507e+00
log_lik[1305] 8.460076e-01 8.779078e-01 9.293292e-01
log_lik[1306] 1.055008e+00 1.091124e+00 1.144968e+00
log_lik[1307] 1.093376e+00 1.116948e+00 1.165140e+00
log_lik[1308] 8.943658e-01 9.267623e-01 9.861934e-01
log_lik[1309] 1.215004e-01 1.666395e-01 2.449568e-01
log_lik[1310] 7.539685e-01 7.937481e-01 8.701403e-01
log_lik[1311] 1.126602e+00 1.149273e+00 1.192023e+00
log_lik[1312] 1.065404e+00 1.087524e+00 1.134559e+00
log_lik[1313] 5.974491e-01 6.328674e-01 7.021199e-01
log_lik[1314] 6.374289e-01 6.978302e-01 7.957102e-01
log_lik[1315] 9.645318e-01 9.901497e-01 1.036461e+00
log_lik[1316] 6.225347e-01 6.596595e-01 7.256125e-01
log_lik[1317] 1.112005e+00 1.134467e+00 1.178637e+00
log_lik[1318] 9.483335e-01 9.734842e-01 1.019747e+00
log_lik[1319] 2.327993e-01 2.694642e-01 3.409306e-01
log_lik[1320] -4.933422e-02 -4.000093e-03 8.824430e-02
log_lik[1321] 5.304595e-01 5.609017e-01 6.218104e-01
log_lik[1322] 1.134992e+00 1.153665e+00 1.194658e+00
log_lik[1323] 6.263974e-01 6.528779e-01 7.050621e-01
log_lik[1324] 4.297495e-01 4.633663e-01 5.279132e-01
log_lik[1325] 8.661274e-02 1.218082e-01 1.840892e-01
log_lik[1326] 1.121464e+00 1.141425e+00 1.182029e+00
log_lik[1327] 9.640005e-01 9.844776e-01 1.025825e+00
log_lik[1328] 3.951202e-01 4.423549e-01 5.264782e-01
log_lik[1329] 9.802758e-01 1.001940e+00 1.043030e+00
log_lik[1330] 7.811369e-01 8.101362e-01 8.598679e-01
log_lik[1331] 8.999263e-01 9.271424e-01 9.804590e-01
log_lik[1332] 1.086789e+00 1.109880e+00 1.150310e+00
log_lik[1333] 1.141612e+00 1.160594e+00 1.201316e+00
log_lik[1334] 1.008545e+00 1.035002e+00 1.080900e+00
log_lik[1335] -1.644088e+00 -1.601494e+00 -1.516241e+00
log_lik[1336] 1.025548e+00 1.053945e+00 1.104524e+00
log_lik[1337] 2.812271e-01 3.223935e-01 3.972891e-01
log_lik[1338] 1.135001e+00 1.154762e+00 1.195391e+00
log_lik[1339] 6.841608e-01 7.207337e-01 7.836999e-01
log_lik[1340] 1.123262e+00 1.142339e+00 1.185018e+00
log_lik[1341] 3.332055e-01 3.692926e-01 4.417093e-01
log_lik[1342] 8.368156e-01 9.058479e-01 1.025954e+00
log_lik[1343] 7.846460e-01 8.253478e-01 8.921219e-01
log_lik[1344] 8.959567e-01 9.265672e-01 9.841739e-01
log_lik[1345] 1.116251e+00 1.135174e+00 1.175831e+00
log_lik[1346] 7.893567e-01 8.185340e-01 8.715706e-01
log_lik[1347] 7.863067e-01 8.116692e-01 8.611698e-01
log_lik[1348] 7.851114e-01 8.123936e-01 8.575930e-01
log_lik[1349] 1.901926e-01 2.324698e-01 3.059937e-01
log_lik[1350] 1.126907e+00 1.145786e+00 1.188012e+00
log_lik[1351] 1.105407e+00 1.125272e+00 1.166666e+00
log_lik[1352] 1.141801e+00 1.160514e+00 1.201197e+00
log_lik[1353] 1.112600e+00 1.132781e+00 1.172788e+00
log_lik[1354] 1.036664e+00 1.057652e+00 1.094554e+00
log_lik[1355] 1.026895e+00 1.056053e+00 1.105444e+00
log_lik[1356] 1.140913e+00 1.159880e+00 1.200080e+00
log_lik[1357] 6.514243e-01 6.802759e-01 7.315945e-01
log_lik[1358] -1.282608e+00 -1.244223e+00 -1.169677e+00
log_lik[1359] 8.442190e-01 8.728140e-01 9.297564e-01
log_lik[1360] 1.985939e-01 2.352395e-01 3.082460e-01
log_lik[1361] -5.236773e-01 -4.795416e-01 -3.915983e-01
log_lik[1362] 5.743752e-01 6.157677e-01 6.839302e-01
log_lik[1363] 9.592196e-01 9.854249e-01 1.035301e+00
log_lik[1364] 7.294698e-01 7.707199e-01 8.408800e-01
log_lik[1365] -1.874446e+00 -1.830696e+00 -1.752191e+00
log_lik[1366] 1.140853e+00 1.159496e+00 1.199860e+00
log_lik[1367] 9.459612e-01 9.765932e-01 1.022890e+00
log_lik[1368] 9.509878e-01 9.773627e-01 1.026739e+00
log_lik[1369] 1.093747e+00 1.114161e+00 1.156660e+00
log_lik[1370] 7.661320e-01 8.095989e-01 8.832659e-01
log_lik[1371] -4.887757e-01 -4.325759e-01 -3.260444e-01
log_lik[1372] 9.897133e-01 1.017795e+00 1.064896e+00
log_lik[1373] -1.941010e-01 -1.469800e-01 -6.039805e-02
log_lik[1374] 1.130808e+00 1.150153e+00 1.191315e+00
log_lik[1375] 7.384298e-01 7.711401e-01 8.319385e-01
log_lik[1376] 7.856551e-01 8.190266e-01 8.795359e-01
log_lik[1377] 9.653144e-01 9.919471e-01 1.040892e+00
log_lik[1378] 7.763502e-01 8.101096e-01 8.709955e-01
log_lik[1379] 1.139090e+00 1.158055e+00 1.198522e+00
log_lik[1380] 9.490856e-01 9.839251e-01 1.046801e+00
log_lik[1381] 4.677086e-01 5.132228e-01 5.946479e-01
log_lik[1382] 1.845674e-01 2.232981e-01 2.942945e-01
log_lik[1383] 8.753794e-01 9.126112e-01 9.776525e-01
log_lik[1384] 1.135727e+00 1.155310e+00 1.195673e+00
log_lik[1385] 1.067672e+00 1.091673e+00 1.136640e+00
log_lik[1386] 4.032080e-01 4.424598e-01 5.147499e-01
log_lik[1387] 1.014140e+00 1.036673e+00 1.082237e+00
log_lik[1388] 1.085451e+00 1.106858e+00 1.150060e+00
log_lik[1389] 1.010097e+00 1.038224e+00 1.093506e+00
log_lik[1390] 1.125392e+00 1.145381e+00 1.188593e+00
log_lik[1391] 1.118707e+00 1.137972e+00 1.181213e+00
log_lik[1392] 1.115639e+00 1.135922e+00 1.179194e+00
log_lik[1393] 1.134781e+00 1.154124e+00 1.196459e+00
log_lik[1394] 5.179951e-01 5.600020e-01 6.312770e-01
log_lik[1395] 7.784479e-01 8.123337e-01 8.728164e-01
log_lik[1396] -2.029840e-01 -1.443513e-01 -4.840563e-02
log_lik[1397] -1.018511e-01 -5.491681e-02 2.750367e-02
log_lik[1398] -4.753084e-01 -4.252005e-01 -3.346678e-01
log_lik[1399] -1.831683e+00 -1.762118e+00 -1.627763e+00
log_lik[1400] 7.289507e-01 7.655699e-01 8.307404e-01
log_lik[1401] -9.263270e-01 -8.743110e-01 -7.776231e-01
log_lik[1402] 9.592596e-01 9.885014e-01 1.040450e+00
log_lik[1403] -2.016566e-01 -1.641147e-01 -8.831279e-02
log_lik[1404] 8.224944e-01 8.496697e-01 9.015025e-01
log_lik[1405] 1.126649e+00 1.146530e+00 1.188233e+00
log_lik[1406] 9.783645e-01 1.003649e+00 1.050789e+00
log_lik[1407] 8.435841e-01 8.706749e-01 9.189291e-01
log_lik[1408] 1.140644e+00 1.159127e+00 1.200224e+00
log_lik[1409] 1.075863e+00 1.097249e+00 1.142706e+00
log_lik[1410] -1.837332e+00 -1.789499e+00 -1.694414e+00
log_lik[1411] 1.139781e+00 1.157537e+00 1.199851e+00
log_lik[1412] -1.037239e-01 -5.418166e-02 3.932265e-02
log_lik[1413] -1.097677e+00 -1.059319e+00 -9.800536e-01
log_lik[1414] 6.484979e-02 1.751532e-01 3.546193e-01
log_lik[1415] -3.567035e+00 -3.488842e+00 -3.346592e+00
log_lik[1416] -7.261448e-01 -6.732580e-01 -5.881338e-01
log_lik[1417] -3.175436e-01 -2.751197e-01 -1.995418e-01
log_lik[1418] 8.468588e-01 8.936232e-01 9.705426e-01
log_lik[1419] -2.426511e+00 -2.350394e+00 -2.202292e+00
log_lik[1420] 1.112528e+00 1.137972e+00 1.183824e+00
log_lik[1421] -5.348028e-01 -4.882134e-01 -4.078096e-01
log_lik[1422] 6.026288e-01 6.474064e-01 7.343349e-01
log_lik[1423] -8.108152e-01 -7.516986e-01 -6.404195e-01
log_lik[1424] -6.616339e+00 -6.449192e+00 -6.167630e+00
log_lik[1425] -3.965952e+00 -3.855057e+00 -3.673073e+00
log_lik[1426] -3.030556e-01 -2.310781e-01 -9.292755e-02
log_lik[1427] 8.095458e-01 9.329583e-01 1.099286e+00
log_lik[1428] -9.936123e-01 -8.643690e-01 -6.150699e-01
log_lik[1429] 7.568085e-01 8.158005e-01 9.190223e-01
log_lik[1430] 7.116982e-01 7.577791e-01 8.451274e-01
log_lik[1431] -1.548845e-01 -5.602450e-02 1.326150e-01
log_lik[1432] 6.422451e-01 7.498840e-01 9.279874e-01
log_lik[1433] -2.503928e+00 -2.411630e+00 -2.235782e+00
log_lik[1434] 1.058087e+00 1.086929e+00 1.135745e+00
log_lik[1435] 2.937647e-01 3.701030e-01 4.981052e-01
log_lik[1436] 8.981898e-01 9.537398e-01 1.040576e+00
log_lik[1437] 1.070141e+00 1.098961e+00 1.145100e+00
log_lik[1438] -5.066311e-01 -4.005785e-01 -2.124928e-01
log_lik[1439] -1.170887e-01 -4.820765e-02 9.513550e-02
log_lik[1440] 4.772587e-01 5.300268e-01 6.302897e-01
log_lik[1441] 9.267836e-01 9.712001e-01 1.039109e+00
log_lik[1442] 1.092381e+00 1.123848e+00 1.177743e+00
log_lik[1443] 6.631042e-01 7.138941e-01 8.057756e-01
log_lik[1444] 2.372642e-01 3.256163e-01 4.812355e-01
log_lik[1445] -5.539598e-01 -4.696123e-01 -3.144297e-01
log_lik[1446] 9.957009e-01 1.033798e+00 1.098278e+00
log_lik[1447] -6.763898e-02 4.015508e-02 2.537853e-01
log_lik[1448] 6.105839e-01 6.508692e-01 7.191747e-01
log_lik[1449] -6.919747e-01 -6.443903e-01 -5.583816e-01
log_lik[1450] -5.637219e+00 -5.509855e+00 -5.281460e+00
log_lik[1451] 8.323467e-01 9.352162e-01 1.070979e+00
log_lik[1452] 1.039562e+00 1.074046e+00 1.130906e+00
log_lik[1453] 8.955687e-02 1.378161e-01 2.120224e-01
log_lik[1454] 4.085414e-01 4.695010e-01 5.923648e-01
log_lik[1455] -1.074752e+00 -9.850675e-01 -8.129132e-01
log_lik[1456] 1.075350e+00 1.103956e+00 1.158166e+00
log_lik[1457] 3.976286e-01 4.808071e-01 6.212149e-01
log_lik[1458] 3.833858e-01 4.328343e-01 5.253926e-01
log_lik[1459] 7.577762e-01 8.257063e-01 9.359934e-01
log_lik[1460] -4.163504e+00 -4.080331e+00 -3.928507e+00
y_hat 1.230625e+01 1.239778e+01 1.271045e+01
lp__ 1.326402e+03 1.327647e+03 1.329252e+03
, , chains = chain:4
stats
parameter mean sd 2.5% 25%
alpha 1.230557e+01 0.003915337 1.229804e+01 1.230285e+01
beta[1] 6.298577e-01 0.097575012 4.447237e-01 5.639183e-01
beta[2] 6.561353e-01 0.109924408 4.355839e-01 5.838990e-01
beta[3] 1.905386e+00 0.123589505 1.670182e+00 1.823414e+00
beta_mu[1] 9.405793e-01 16.437992528 -3.018711e+01 -9.918743e+00
beta_mu[2] 5.556085e-01 16.354669256 -3.105862e+01 -1.063577e+01
beta_mu[3] 1.795721e+00 16.744052575 -3.039775e+01 -9.399655e+00
sigma 1.162081e-01 0.003757886 1.091303e-01 1.136577e-01
nu 2.704964e+00 0.209691957 2.325634e+00 2.556989e+00
mu[1] 1.651821e+01 0.007792455 1.650337e+01 1.651297e+01
mu[2] 1.685643e+01 0.008290543 1.684043e+01 1.685095e+01
mu[3] 1.641293e+01 0.009419862 1.639531e+01 1.640639e+01
mu[4] 1.709896e+01 0.008869761 1.708221e+01 1.709267e+01
mu[5] 1.715359e+01 0.017958123 1.711829e+01 1.714117e+01
mu[6] 1.769509e+01 0.010748636 1.767458e+01 1.768767e+01
mu[7] 1.735255e+01 0.015870850 1.732231e+01 1.734160e+01
mu[8] 1.763633e+01 0.021880475 1.759485e+01 1.762115e+01
mu[9] 1.735288e+01 0.008770302 1.733612e+01 1.734714e+01
mu[10] 1.780516e+01 0.009523492 1.778710e+01 1.779849e+01
mu[11] 1.801520e+01 0.009513456 1.799729e+01 1.800864e+01
mu[12] 1.914838e+01 0.011557610 1.912675e+01 1.914043e+01
mu[13] 1.895707e+01 0.010199040 1.893783e+01 1.895019e+01
mu[14] 1.843080e+01 0.010163858 1.841136e+01 1.842407e+01
mu[15] 1.750669e+01 0.021230006 1.746523e+01 1.749200e+01
mu[16] 1.688516e+01 0.008040117 1.686941e+01 1.687992e+01
mu[17] 1.720086e+01 0.014309041 1.717445e+01 1.719120e+01
mu[18] 1.746822e+01 0.010233380 1.744939e+01 1.746103e+01
mu[19] 1.720022e+01 0.008629090 1.718371e+01 1.719438e+01
mu[20] 1.648343e+01 0.009873688 1.646504e+01 1.647637e+01
mu[21] 1.624314e+01 0.007898003 1.622809e+01 1.623760e+01
mu[22] 1.638824e+01 0.007199041 1.637446e+01 1.638331e+01
mu[23] 1.634541e+01 0.008235741 1.632990e+01 1.633973e+01
mu[24] 1.683945e+01 0.008109169 1.682380e+01 1.683387e+01
mu[25] 1.693194e+01 0.008094793 1.691638e+01 1.692659e+01
mu[26] 1.618951e+01 0.010488518 1.616957e+01 1.618196e+01
mu[27] 1.606048e+01 0.009936942 1.604028e+01 1.605379e+01
mu[28] 1.584699e+01 0.012862222 1.582283e+01 1.583821e+01
mu[29] 1.543835e+01 0.006343596 1.542622e+01 1.543398e+01
mu[30] 1.523828e+01 0.008543546 1.522188e+01 1.523257e+01
mu[31] 1.531790e+01 0.010157844 1.529841e+01 1.531036e+01
mu[32] 1.467648e+01 0.008881718 1.465877e+01 1.467034e+01
mu[33] 1.415298e+01 0.006155054 1.414152e+01 1.414847e+01
mu[34] 1.393616e+01 0.005051048 1.392698e+01 1.393254e+01
mu[35] 1.322710e+01 0.016634366 1.319412e+01 1.321549e+01
mu[36] 1.317200e+01 0.006209670 1.315937e+01 1.316802e+01
mu[37] 1.361229e+01 0.008331765 1.359571e+01 1.360698e+01
mu[38] 1.481099e+01 0.020786823 1.476993e+01 1.479741e+01
mu[39] 1.522447e+01 0.006106788 1.521264e+01 1.522019e+01
mu[40] 1.479111e+01 0.006923800 1.477825e+01 1.478643e+01
mu[41] 1.468729e+01 0.005567589 1.467688e+01 1.468343e+01
mu[42] 1.489579e+01 0.007074092 1.488196e+01 1.489070e+01
mu[43] 1.475433e+01 0.005481693 1.474387e+01 1.475052e+01
mu[44] 1.522757e+01 0.009188411 1.520941e+01 1.522138e+01
mu[45] 1.463183e+01 0.006772779 1.461954e+01 1.462708e+01
mu[46] 1.376837e+01 0.007984178 1.375232e+01 1.376294e+01
mu[47] 1.360718e+01 0.008646836 1.359082e+01 1.360099e+01
mu[48] 1.380752e+01 0.006550573 1.379432e+01 1.380300e+01
mu[49] 1.450006e+01 0.009634539 1.448128e+01 1.449380e+01
mu[50] 1.493881e+01 0.008988814 1.492042e+01 1.493269e+01
mu[51] 1.501350e+01 0.009042972 1.499648e+01 1.500735e+01
mu[52] 1.440355e+01 0.009291341 1.438578e+01 1.439684e+01
mu[53] 1.424287e+01 0.005174227 1.423334e+01 1.423914e+01
mu[54] 1.432366e+01 0.005702367 1.431245e+01 1.431975e+01
mu[55] 1.423851e+01 0.009728784 1.421998e+01 1.423174e+01
mu[56] 1.432688e+01 0.005332172 1.431648e+01 1.432325e+01
mu[57] 1.450417e+01 0.008870913 1.448712e+01 1.449813e+01
mu[58] 1.471738e+01 0.005570907 1.470681e+01 1.471355e+01
mu[59] 1.412157e+01 0.005864254 1.411070e+01 1.411752e+01
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mu[996] 1.236140e+01 0.006235211 1.234863e+01 1.235728e+01
mu[997] 1.242003e+01 0.005028256 1.241034e+01 1.241651e+01
mu[998] 1.214584e+01 0.003932010 1.213838e+01 1.214311e+01
mu[999] 1.210484e+01 0.005963776 1.209368e+01 1.210072e+01
mu[1000] 1.227713e+01 0.004950944 1.226759e+01 1.227371e+01
mu[1001] 1.224995e+01 0.006706168 1.223657e+01 1.224534e+01
mu[1002] 1.183301e+01 0.005554213 1.182229e+01 1.182907e+01
mu[1003] 1.225109e+01 0.006872941 1.223731e+01 1.224668e+01
mu[1004] 1.202268e+01 0.004610693 1.201384e+01 1.201947e+01
mu[1005] 1.173205e+01 0.005110477 1.172234e+01 1.172856e+01
mu[1006] 1.172910e+01 0.008415522 1.171215e+01 1.172313e+01
mu[1007] 1.192405e+01 0.008232257 1.190775e+01 1.191843e+01
mu[1008] 1.161170e+01 0.009738928 1.159344e+01 1.160483e+01
mu[1009] 1.156832e+01 0.004425623 1.155949e+01 1.156538e+01
mu[1010] 1.146579e+01 0.004440053 1.145711e+01 1.146271e+01
mu[1011] 1.129180e+01 0.004015460 1.128412e+01 1.128904e+01
mu[1012] 1.055276e+01 0.019846106 1.051358e+01 1.053912e+01
mu[1013] 1.038683e+01 0.004525524 1.037798e+01 1.038377e+01
mu[1014] 1.042936e+01 0.004729561 1.042008e+01 1.042602e+01
mu[1015] 1.035139e+01 0.004441645 1.034254e+01 1.034840e+01
mu[1016] 1.026935e+01 0.005379907 1.025950e+01 1.026567e+01
mu[1017] 1.020097e+01 0.004704561 1.019214e+01 1.019777e+01
mu[1018] 1.027433e+01 0.011829869 1.025019e+01 1.026646e+01
mu[1019] 1.053674e+01 0.015432247 1.050628e+01 1.052643e+01
mu[1020] 1.078790e+01 0.007405857 1.077345e+01 1.078277e+01
mu[1021] 1.109408e+01 0.005340427 1.108316e+01 1.109058e+01
mu[1022] 1.107445e+01 0.005011086 1.106475e+01 1.107106e+01
mu[1023] 1.072511e+01 0.005082873 1.071515e+01 1.072176e+01
mu[1024] 1.079466e+01 0.005298649 1.078387e+01 1.079101e+01
mu[1025] 1.130597e+01 0.005652262 1.129466e+01 1.130218e+01
mu[1026] 1.070048e+01 0.012350190 1.067699e+01 1.069176e+01
mu[1027] 1.070356e+01 0.005013819 1.069435e+01 1.070017e+01
mu[1028] 1.052286e+01 0.007065839 1.050885e+01 1.051801e+01
mu[1029] 1.067102e+01 0.007720504 1.065568e+01 1.066579e+01
mu[1030] 1.057347e+01 0.006543512 1.056045e+01 1.056920e+01
mu[1031] 1.048155e+01 0.005101011 1.047101e+01 1.047811e+01
mu[1032] 1.057693e+01 0.005191689 1.056640e+01 1.057351e+01
mu[1033] 1.069842e+01 0.007004592 1.068431e+01 1.069371e+01
mu[1034] 1.077092e+01 0.004432087 1.076207e+01 1.076798e+01
mu[1035] 1.071912e+01 0.005537154 1.070819e+01 1.071525e+01
mu[1036] 1.065231e+01 0.004293091 1.064396e+01 1.064939e+01
mu[1037] 1.086084e+01 0.004875616 1.085077e+01 1.085758e+01
mu[1038] 1.129055e+01 0.009444805 1.127123e+01 1.128400e+01
mu[1039] 1.146764e+01 0.005122204 1.145824e+01 1.146413e+01
mu[1040] 1.145392e+01 0.005418461 1.144291e+01 1.145031e+01
mu[1041] 1.132110e+01 0.004791595 1.131156e+01 1.131787e+01
mu[1042] 1.092831e+01 0.006274165 1.091614e+01 1.092404e+01
mu[1043] 1.088718e+01 0.004699504 1.087759e+01 1.088409e+01
mu[1044] 1.073659e+01 0.005780682 1.072499e+01 1.073285e+01
mu[1045] 1.096937e+01 0.009804629 1.094957e+01 1.096271e+01
mu[1046] 1.080821e+01 0.004537837 1.079913e+01 1.080505e+01
mu[1047] 1.069283e+01 0.007112536 1.067877e+01 1.068801e+01
mu[1048] 1.067422e+01 0.004839536 1.066480e+01 1.067086e+01
mu[1049] 1.058888e+01 0.004961265 1.057903e+01 1.058545e+01
mu[1050] 1.058596e+01 0.005001138 1.057613e+01 1.058264e+01
mu[1051] 1.080499e+01 0.005636400 1.079354e+01 1.080118e+01
mu[1052] 1.057589e+01 0.004622829 1.056731e+01 1.057272e+01
mu[1053] 1.022502e+01 0.005321217 1.021488e+01 1.022149e+01
mu[1054] 1.016198e+01 0.006573270 1.014904e+01 1.015762e+01
mu[1055] 1.012669e+01 0.004960761 1.011713e+01 1.012338e+01
mu[1056] 9.869425e+00 0.007552945 9.854447e+00 9.864357e+00
mu[1057] 1.007185e+01 0.007263107 1.005690e+01 1.006710e+01
mu[1058] 1.004964e+01 0.004804552 1.004055e+01 1.004631e+01
mu[1059] 9.731011e+00 0.005228636 9.720764e+00 9.727424e+00
mu[1060] 9.406572e+00 0.006706279 9.393494e+00 9.402079e+00
mu[1061] 8.775113e+00 0.006772399 8.761289e+00 8.770522e+00
mu[1062] 8.617108e+00 0.008200002 8.601217e+00 8.611446e+00
mu[1063] 8.896221e+00 0.005874332 8.884682e+00 8.892278e+00
mu[1064] 9.217811e+00 0.008751400 9.200659e+00 9.211892e+00
mu[1065] 9.183939e+00 0.005776219 9.172776e+00 9.180098e+00
mu[1066] 8.733388e+00 0.006005791 8.721764e+00 8.729410e+00
mu[1067] 8.710129e+00 0.005727468 8.699124e+00 8.706222e+00
mu[1068] 9.454045e+00 0.015372591 9.423788e+00 9.443857e+00
mu[1069] 9.440471e+00 0.005289652 9.430060e+00 9.436866e+00
mu[1070] 9.528490e+00 0.006575634 9.516215e+00 9.523855e+00
mu[1071] 9.421317e+00 0.006496016 9.408008e+00 9.416951e+00
mu[1072] 8.967709e+00 0.007123638 8.953554e+00 8.962882e+00
mu[1073] 8.781798e+00 0.005617475 8.771047e+00 8.778021e+00
mu[1074] 8.965554e+00 0.005783062 8.954149e+00 8.961651e+00
mu[1075] 9.086481e+00 0.008258974 9.069720e+00 9.080859e+00
mu[1076] 9.467172e+00 0.008149007 9.450328e+00 9.461388e+00
mu[1077] 9.326916e+00 0.005744178 9.316019e+00 9.322994e+00
mu[1078] 9.059809e+00 0.006367045 9.047383e+00 9.055414e+00
mu[1079] 8.978570e+00 0.006987677 8.964317e+00 8.973675e+00
mu[1080] 8.638184e+00 0.007458616 8.623757e+00 8.633112e+00
mu[1081] 8.880825e+00 0.005568000 8.870080e+00 8.877268e+00
mu[1082] 8.872384e+00 0.005780618 8.861596e+00 8.868433e+00
mu[1083] 9.104129e+00 0.009271316 9.086185e+00 9.097819e+00
mu[1084] 9.113291e+00 0.005779384 9.102009e+00 9.109458e+00
mu[1085] 8.927933e+00 0.006076954 8.916404e+00 8.923882e+00
mu[1086] 8.850530e+00 0.007603968 8.836717e+00 8.845495e+00
mu[1087] 8.679426e+00 0.005844940 8.667928e+00 8.675353e+00
mu[1088] 8.561216e+00 0.007146419 8.546502e+00 8.556423e+00
mu[1089] 8.682401e+00 0.007588354 8.667588e+00 8.677215e+00
mu[1090] 8.473370e+00 0.006302837 8.460603e+00 8.469091e+00
mu[1091] 8.057367e+00 0.010792086 8.036019e+00 8.049738e+00
mu[1092] 7.777593e+00 0.008716440 7.760696e+00 7.771810e+00
mu[1093] 7.852888e+00 0.007172690 7.838737e+00 7.847931e+00
mu[1094] 7.791093e+00 0.006721688 7.778167e+00 7.786579e+00
mu[1095] 8.854976e+00 0.012343313 8.829766e+00 8.846543e+00
mu[1096] 8.996112e+00 0.007053185 8.982179e+00 8.991465e+00
mu[1097] 9.037024e+00 0.024753579 8.990018e+00 9.020638e+00
mu[1098] 8.896911e+00 0.006424951 8.883542e+00 8.892635e+00
mu[1099] 8.875948e+00 0.006066219 8.863579e+00 8.871913e+00
mu[1100] 8.762788e+00 0.007376924 8.747679e+00 8.757881e+00
mu[1101] 8.808677e+00 0.006340797 8.795984e+00 8.804372e+00
mu[1102] 8.760456e+00 0.008729637 8.742138e+00 8.754383e+00
mu[1103] 8.554024e+00 0.006585335 8.540400e+00 8.549488e+00
stats
parameter 50% 75% 97.5%
alpha 1.230547e+01 1.230832e+01 1.231333e+01
beta[1] 6.277310e-01 6.921389e-01 8.237170e-01
beta[2] 6.569006e-01 7.292927e-01 8.684647e-01
beta[3] 1.904888e+00 1.987414e+00 2.153507e+00
beta_mu[1] 9.903574e-01 1.154277e+01 3.311171e+01
beta_mu[2] 7.303455e-01 1.149005e+01 3.252660e+01
beta_mu[3] 1.622253e+00 1.301659e+01 3.556469e+01
sigma 1.160853e-01 1.186464e-01 1.240491e-01
nu 2.695778e+00 2.836604e+00 3.134715e+00
mu[1] 1.651806e+01 1.652354e+01 1.653384e+01
mu[2] 1.685617e+01 1.686197e+01 1.687293e+01
mu[3] 1.641251e+01 1.641909e+01 1.643317e+01
mu[4] 1.709893e+01 1.710492e+01 1.711653e+01
mu[5] 1.715302e+01 1.716513e+01 1.718927e+01
mu[6] 1.769494e+01 1.770238e+01 1.771630e+01
mu[7] 1.735271e+01 1.736318e+01 1.738415e+01
mu[8] 1.763590e+01 1.765128e+01 1.767928e+01
mu[9] 1.735280e+01 1.735878e+01 1.737048e+01
mu[10] 1.780535e+01 1.781145e+01 1.782360e+01
mu[11] 1.801530e+01 1.802162e+01 1.803378e+01
mu[12] 1.914836e+01 1.915625e+01 1.917092e+01
mu[13] 1.895741e+01 1.896383e+01 1.897718e+01
mu[14] 1.843066e+01 1.843774e+01 1.845091e+01
mu[15] 1.750690e+01 1.752127e+01 1.754836e+01
mu[16] 1.688511e+01 1.689043e+01 1.690148e+01
mu[17] 1.720051e+01 1.721061e+01 1.722975e+01
mu[18] 1.746810e+01 1.747499e+01 1.748866e+01
mu[19] 1.719991e+01 1.720611e+01 1.721731e+01
mu[20] 1.648330e+01 1.649012e+01 1.650360e+01
mu[21] 1.624286e+01 1.624846e+01 1.625937e+01
mu[22] 1.638822e+01 1.639294e+01 1.640302e+01
mu[23] 1.634513e+01 1.635102e+01 1.636266e+01
mu[24] 1.683967e+01 1.684494e+01 1.685548e+01
mu[25] 1.693176e+01 1.693744e+01 1.694841e+01
mu[26] 1.618940e+01 1.619664e+01 1.620981e+01
mu[27] 1.606059e+01 1.606713e+01 1.608069e+01
mu[28] 1.584671e+01 1.585561e+01 1.587313e+01
mu[29] 1.543829e+01 1.544255e+01 1.545118e+01
mu[30] 1.523847e+01 1.524384e+01 1.525451e+01
mu[31] 1.531777e+01 1.532486e+01 1.533721e+01
mu[32] 1.467624e+01 1.468233e+01 1.469537e+01
mu[33] 1.415283e+01 1.415718e+01 1.416534e+01
mu[34] 1.393606e+01 1.393957e+01 1.394618e+01
mu[35] 1.322727e+01 1.323728e+01 1.326073e+01
mu[36] 1.317196e+01 1.317616e+01 1.318381e+01
mu[37] 1.361243e+01 1.361791e+01 1.362854e+01
mu[38] 1.481092e+01 1.482479e+01 1.485165e+01
mu[39] 1.522448e+01 1.522845e+01 1.523715e+01
mu[40] 1.479106e+01 1.479549e+01 1.480538e+01
mu[41] 1.468718e+01 1.469110e+01 1.469859e+01
mu[42] 1.489602e+01 1.490065e+01 1.490989e+01
mu[43] 1.475437e+01 1.475794e+01 1.476574e+01
mu[44] 1.522768e+01 1.523368e+01 1.524549e+01
mu[45] 1.463168e+01 1.463624e+01 1.464603e+01
mu[46] 1.376815e+01 1.377377e+01 1.378507e+01
mu[47] 1.360710e+01 1.361324e+01 1.362439e+01
mu[48] 1.380749e+01 1.381170e+01 1.382044e+01
mu[49] 1.450012e+01 1.450673e+01 1.451887e+01
mu[50] 1.493897e+01 1.494475e+01 1.495690e+01
mu[51] 1.501368e+01 1.501943e+01 1.503071e+01
mu[52] 1.440353e+01 1.441004e+01 1.442165e+01
mu[53] 1.424281e+01 1.424639e+01 1.425310e+01
mu[54] 1.432374e+01 1.432744e+01 1.433493e+01
mu[55] 1.423853e+01 1.424527e+01 1.425766e+01
mu[56] 1.432684e+01 1.433043e+01 1.433786e+01
mu[57] 1.450414e+01 1.451016e+01 1.452183e+01
mu[58] 1.471731e+01 1.472115e+01 1.472865e+01
mu[59] 1.412141e+01 1.412559e+01 1.413379e+01
mu[60] 1.394851e+01 1.395239e+01 1.395919e+01
mu[61] 1.308068e+01 1.309355e+01 1.311599e+01
mu[62] 1.304004e+01 1.304378e+01 1.305079e+01
mu[63] 1.416543e+01 1.416956e+01 1.417761e+01
mu[64] 1.397964e+01 1.398322e+01 1.399009e+01
mu[65] 1.357666e+01 1.358099e+01 1.358939e+01
mu[66] 1.328367e+01 1.328739e+01 1.329418e+01
mu[67] 1.338871e+01 1.339214e+01 1.339866e+01
mu[68] 1.355935e+01 1.356305e+01 1.357067e+01
mu[69] 1.387600e+01 1.388240e+01 1.389282e+01
mu[70] 1.402847e+01 1.403279e+01 1.404104e+01
mu[71] 1.381924e+01 1.382421e+01 1.383449e+01
mu[72] 1.289527e+01 1.290203e+01 1.291478e+01
mu[73] 1.234761e+01 1.235084e+01 1.235747e+01
mu[74] 1.226347e+01 1.226651e+01 1.227192e+01
mu[75] 1.219231e+01 1.219560e+01 1.220183e+01
mu[76] 1.292935e+01 1.293388e+01 1.294240e+01
mu[77] 1.295669e+01 1.295959e+01 1.296517e+01
mu[78] 1.285671e+01 1.285998e+01 1.286595e+01
mu[79] 1.240235e+01 1.240576e+01 1.241178e+01
mu[80] 1.238523e+01 1.238982e+01 1.239877e+01
mu[81] 1.234183e+01 1.234485e+01 1.235070e+01
mu[82] 1.249770e+01 1.250050e+01 1.250590e+01
mu[83] 1.269162e+01 1.269504e+01 1.270153e+01
mu[84] 1.295166e+01 1.295688e+01 1.296704e+01
mu[85] 1.261362e+01 1.261713e+01 1.262390e+01
mu[86] 1.209788e+01 1.210337e+01 1.211357e+01
mu[87] 1.283762e+01 1.284360e+01 1.285411e+01
mu[88] 1.312191e+01 1.312532e+01 1.313177e+01
mu[89] 1.307766e+01 1.308187e+01 1.309008e+01
mu[90] 1.379785e+01 1.380470e+01 1.381726e+01
mu[91] 1.380745e+01 1.381124e+01 1.381824e+01
mu[92] 1.345695e+01 1.346051e+01 1.346636e+01
mu[93] 1.314234e+01 1.314564e+01 1.315131e+01
mu[94] 1.338115e+01 1.338493e+01 1.339204e+01
mu[95] 1.338573e+01 1.339000e+01 1.339791e+01
mu[96] 1.359296e+01 1.359756e+01 1.360623e+01
mu[97] 1.374507e+01 1.374842e+01 1.375555e+01
mu[98] 1.349590e+01 1.350015e+01 1.350817e+01
mu[99] 1.302827e+01 1.303165e+01 1.303820e+01
mu[100] 1.280813e+01 1.281120e+01 1.281714e+01
mu[101] 1.278188e+01 1.278775e+01 1.279922e+01
mu[102] 1.318816e+01 1.319239e+01 1.320036e+01
mu[103] 1.414592e+01 1.414941e+01 1.415676e+01
mu[104] 1.369845e+01 1.370675e+01 1.372142e+01
mu[105] 1.346572e+01 1.347018e+01 1.347872e+01
mu[106] 1.336982e+01 1.337365e+01 1.338120e+01
mu[107] 1.288218e+01 1.288539e+01 1.289116e+01
mu[108] 1.294481e+01 1.294862e+01 1.295576e+01
mu[109] 1.348002e+01 1.348437e+01 1.349224e+01
mu[110] 1.341066e+01 1.341590e+01 1.342554e+01
mu[111] 1.285915e+01 1.286274e+01 1.286985e+01
mu[112] 1.279539e+01 1.279946e+01 1.280765e+01
mu[113] 1.187027e+01 1.187618e+01 1.188883e+01
mu[114] 1.138419e+01 1.138714e+01 1.139261e+01
mu[115] 1.156966e+01 1.157431e+01 1.158227e+01
mu[116] 1.209947e+01 1.210691e+01 1.211983e+01
mu[117] 1.208677e+01 1.209179e+01 1.210115e+01
mu[118] 1.167289e+01 1.167622e+01 1.168195e+01
mu[119] 1.154529e+01 1.154838e+01 1.155409e+01
mu[120] 1.119659e+01 1.119935e+01 1.120477e+01
mu[121] 1.117088e+01 1.117370e+01 1.117967e+01
mu[122] 1.161819e+01 1.162198e+01 1.162988e+01
mu[123] 1.198131e+01 1.198460e+01 1.199071e+01
mu[124] 1.208149e+01 1.208428e+01 1.208938e+01
mu[125] 1.197088e+01 1.197821e+01 1.199179e+01
mu[126] 1.147300e+01 1.147732e+01 1.148590e+01
mu[127] 1.110852e+01 1.111321e+01 1.112100e+01
mu[128] 1.123303e+01 1.123629e+01 1.124298e+01
mu[129] 1.129485e+01 1.129904e+01 1.130806e+01
mu[130] 1.147665e+01 1.147982e+01 1.148533e+01
mu[131] 1.144339e+01 1.144619e+01 1.145148e+01
mu[132] 1.086022e+01 1.086416e+01 1.087099e+01
mu[133] 1.056508e+01 1.056955e+01 1.057814e+01
mu[134] 1.069430e+01 1.069747e+01 1.070270e+01
mu[135] 1.090826e+01 1.091111e+01 1.091642e+01
mu[136] 1.078364e+01 1.078697e+01 1.079296e+01
mu[137] 1.153808e+01 1.154359e+01 1.155353e+01
mu[138] 1.151216e+01 1.151645e+01 1.152445e+01
mu[139] 1.108014e+01 1.108288e+01 1.108799e+01
mu[140] 1.081668e+01 1.082050e+01 1.082724e+01
mu[141] 1.164908e+01 1.165656e+01 1.167063e+01
mu[142] 1.124547e+01 1.125002e+01 1.125915e+01
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mu[986] 1.170233e+01 1.170520e+01 1.171082e+01
mu[987] 1.166647e+01 1.166962e+01 1.167541e+01
mu[988] 1.163251e+01 1.163732e+01 1.164535e+01
mu[989] 1.216619e+01 1.217374e+01 1.218648e+01
mu[990] 1.280536e+01 1.281053e+01 1.281995e+01
mu[991] 1.283308e+01 1.283928e+01 1.284987e+01
mu[992] 1.272117e+01 1.272416e+01 1.272998e+01
mu[993] 1.261614e+01 1.261933e+01 1.262576e+01
mu[994] 1.265319e+01 1.265680e+01 1.266339e+01
mu[995] 1.259555e+01 1.259916e+01 1.260559e+01
mu[996] 1.236150e+01 1.236555e+01 1.237321e+01
mu[997] 1.242000e+01 1.242341e+01 1.242983e+01
mu[998] 1.214574e+01 1.214862e+01 1.215350e+01
mu[999] 1.210475e+01 1.210867e+01 1.211703e+01
mu[1000] 1.227704e+01 1.228054e+01 1.228681e+01
mu[1001] 1.224991e+01 1.225453e+01 1.226315e+01
mu[1002] 1.183307e+01 1.183675e+01 1.184425e+01
mu[1003] 1.225120e+01 1.225580e+01 1.226427e+01
mu[1004] 1.202260e+01 1.202576e+01 1.203203e+01
mu[1005] 1.173204e+01 1.173542e+01 1.174237e+01
mu[1006] 1.172897e+01 1.173488e+01 1.174544e+01
mu[1007] 1.192379e+01 1.192979e+01 1.194010e+01
mu[1008] 1.161133e+01 1.161817e+01 1.163130e+01
mu[1009] 1.156844e+01 1.157131e+01 1.157694e+01
mu[1010] 1.146580e+01 1.146882e+01 1.147448e+01
mu[1011] 1.129175e+01 1.129459e+01 1.129962e+01
mu[1012] 1.055243e+01 1.056603e+01 1.059223e+01
mu[1013] 1.038694e+01 1.039000e+01 1.039537e+01
mu[1014] 1.042950e+01 1.043246e+01 1.043887e+01
mu[1015] 1.035143e+01 1.035449e+01 1.035979e+01
mu[1016] 1.026919e+01 1.027259e+01 1.028014e+01
mu[1017] 1.020076e+01 1.020407e+01 1.021001e+01
mu[1018] 1.027448e+01 1.028254e+01 1.029665e+01
mu[1019] 1.053683e+01 1.054735e+01 1.056580e+01
mu[1020] 1.078794e+01 1.079272e+01 1.080272e+01
mu[1021] 1.109417e+01 1.109773e+01 1.110392e+01
mu[1022] 1.107427e+01 1.107782e+01 1.108453e+01
mu[1023] 1.072521e+01 1.072860e+01 1.073554e+01
mu[1024] 1.079457e+01 1.079839e+01 1.080502e+01
mu[1025] 1.130589e+01 1.130987e+01 1.131660e+01
mu[1026] 1.070026e+01 1.070850e+01 1.072457e+01
mu[1027] 1.070347e+01 1.070673e+01 1.071399e+01
mu[1028] 1.052291e+01 1.052768e+01 1.053641e+01
mu[1029] 1.067097e+01 1.067629e+01 1.068618e+01
mu[1030] 1.057340e+01 1.057799e+01 1.058585e+01
mu[1031] 1.048154e+01 1.048522e+01 1.049100e+01
mu[1032] 1.057688e+01 1.058057e+01 1.058710e+01
mu[1033] 1.069842e+01 1.070320e+01 1.071180e+01
mu[1034] 1.077098e+01 1.077394e+01 1.077907e+01
mu[1035] 1.071914e+01 1.072292e+01 1.072949e+01
mu[1036] 1.065232e+01 1.065523e+01 1.066100e+01
mu[1037] 1.086086e+01 1.086429e+01 1.087010e+01
mu[1038] 1.129055e+01 1.129697e+01 1.130901e+01
mu[1039] 1.146760e+01 1.147092e+01 1.147778e+01
mu[1040] 1.145403e+01 1.145772e+01 1.146407e+01
mu[1041] 1.132106e+01 1.132452e+01 1.133012e+01
mu[1042] 1.092823e+01 1.093249e+01 1.094131e+01
mu[1043] 1.088730e+01 1.089046e+01 1.089594e+01
mu[1044] 1.073664e+01 1.074045e+01 1.074833e+01
mu[1045] 1.096948e+01 1.097615e+01 1.098887e+01
mu[1046] 1.080827e+01 1.081139e+01 1.081723e+01
mu[1047] 1.069277e+01 1.069779e+01 1.070627e+01
mu[1048] 1.067433e+01 1.067748e+01 1.068403e+01
mu[1049] 1.058892e+01 1.059228e+01 1.059850e+01
mu[1050] 1.058611e+01 1.058957e+01 1.059511e+01
mu[1051] 1.080494e+01 1.080895e+01 1.081584e+01
mu[1052] 1.057574e+01 1.057900e+01 1.058492e+01
mu[1053] 1.022485e+01 1.022848e+01 1.023558e+01
mu[1054] 1.016205e+01 1.016651e+01 1.017448e+01
mu[1055] 1.012669e+01 1.013004e+01 1.013683e+01
mu[1056] 9.869424e+00 9.874619e+00 9.884387e+00
mu[1057] 1.007200e+01 1.007698e+01 1.008566e+01
mu[1058] 1.004952e+01 1.005289e+01 1.005906e+01
mu[1059] 9.731167e+00 9.734578e+00 9.740950e+00
mu[1060] 9.406543e+00 9.411083e+00 9.420181e+00
mu[1061] 8.775390e+00 8.779485e+00 8.788788e+00
mu[1062] 8.616982e+00 8.622526e+00 8.633281e+00
mu[1063] 8.896299e+00 8.900316e+00 8.907662e+00
mu[1064] 9.217961e+00 9.223808e+00 9.233993e+00
mu[1065] 9.183712e+00 9.187945e+00 9.195314e+00
mu[1066] 8.733272e+00 8.737520e+00 8.745118e+00
mu[1067] 8.710047e+00 8.714057e+00 8.721357e+00
mu[1068] 9.453782e+00 9.464342e+00 9.484452e+00
mu[1069] 9.440357e+00 9.444163e+00 9.450579e+00
mu[1070] 9.528376e+00 9.532763e+00 9.541872e+00
mu[1071] 9.421292e+00 9.425766e+00 9.433862e+00
mu[1072] 8.967960e+00 8.972670e+00 8.981119e+00
mu[1073] 8.781719e+00 8.785614e+00 8.792646e+00
mu[1074] 8.965672e+00 8.969483e+00 8.976868e+00
mu[1075] 9.086464e+00 9.092219e+00 9.102026e+00
mu[1076] 9.467689e+00 9.472792e+00 9.482812e+00
mu[1077] 9.326687e+00 9.330723e+00 9.338329e+00
mu[1078] 9.060097e+00 9.064294e+00 9.071911e+00
mu[1079] 8.978771e+00 8.983467e+00 8.991507e+00
mu[1080] 8.638307e+00 8.643108e+00 8.653066e+00
mu[1081] 8.880670e+00 8.884674e+00 8.891697e+00
mu[1082] 8.872109e+00 8.876375e+00 8.883535e+00
mu[1083] 9.104147e+00 9.110579e+00 9.121337e+00
mu[1084] 9.113469e+00 9.117290e+00 9.124422e+00
mu[1085] 8.927718e+00 8.932018e+00 8.939952e+00
mu[1086] 8.850278e+00 8.855500e+00 8.865791e+00
mu[1087] 8.679373e+00 8.683465e+00 8.690851e+00
mu[1088] 8.561165e+00 8.566206e+00 8.574891e+00
mu[1089] 8.682322e+00 8.687606e+00 8.697246e+00
mu[1090] 8.473380e+00 8.477768e+00 8.485376e+00
mu[1091] 8.057645e+00 8.064652e+00 8.076893e+00
mu[1092] 7.777472e+00 7.783523e+00 7.795220e+00
mu[1093] 7.853052e+00 7.857953e+00 7.866353e+00
mu[1094] 7.791121e+00 7.795644e+00 7.804360e+00
mu[1095] 8.855133e+00 8.863326e+00 8.878204e+00
mu[1096] 8.996174e+00 9.000773e+00 9.010067e+00
mu[1097] 9.036690e+00 9.052922e+00 9.088782e+00
mu[1098] 8.897121e+00 8.901264e+00 8.909515e+00
mu[1099] 8.875922e+00 8.880276e+00 8.887488e+00
mu[1100] 8.762549e+00 8.767966e+00 8.776910e+00
mu[1101] 8.808770e+00 8.813151e+00 8.820414e+00
mu[1102] 8.760662e+00 8.766587e+00 8.776975e+00
mu[1103] 8.554186e+00 8.558481e+00 8.566886e+00print(sf1, digits=3, prob=c(0.5, 0.67, 0.8, 0.9))Inference for Stan model: 7109337119cc68515b3a716ec2f403c3.
4 chains, each with iter=2000; warmup=500; thin=1;
post-warmup draws per chain=1500, total post-warmup draws=6000.
mean se_mean sd 50% 67% 80% 90%
alpha 12.305 0.000 0.004 12.305 12.307 12.309 12.311
beta[1] 0.627 0.002 0.099 0.628 0.672 0.710 0.754
beta[2] 0.657 0.002 0.110 0.658 0.705 0.749 0.797
beta[3] 1.907 0.002 0.121 1.904 1.959 2.011 2.066
beta_mu[1] 0.221 0.220 16.607 0.435 7.602 14.031 21.268
beta_mu[2] 0.641 0.219 16.469 0.651 7.690 14.374 22.053
beta_mu[3] 1.526 0.236 16.728 1.647 8.755 15.288 22.875
sigma 0.116 0.000 0.004 0.116 0.118 0.120 0.121
nu 2.706 0.003 0.210 2.696 2.791 2.877 2.980
mu[1] 16.518 0.000 0.008 16.518 16.522 16.525 16.528
mu[2] 16.856 0.000 0.008 16.856 16.860 16.863 16.867
mu[3] 16.413 0.000 0.010 16.413 16.417 16.421 16.425
mu[4] 17.099 0.000 0.009 17.099 17.103 17.107 17.111
mu[5] 17.153 0.000 0.018 17.153 17.162 17.169 17.177
mu[6] 17.695 0.000 0.011 17.695 17.700 17.704 17.709
mu[7] 17.353 0.000 0.016 17.353 17.360 17.366 17.373
mu[8] 17.637 0.000 0.021 17.636 17.646 17.655 17.665
mu[9] 17.353 0.000 0.009 17.353 17.357 17.360 17.364
mu[10] 17.805 0.000 0.010 17.805 17.810 17.813 17.818
mu[11] 18.015 0.000 0.010 18.015 18.020 18.024 18.028
mu[12] 19.149 0.000 0.012 19.149 19.154 19.158 19.163
mu[13] 18.957 0.000 0.010 18.957 18.962 18.966 18.970
mu[14] 18.431 0.000 0.010 18.431 18.435 18.439 18.444
mu[15] 17.506 0.000 0.022 17.506 17.516 17.524 17.534
mu[16] 16.885 0.000 0.008 16.885 16.889 16.892 16.896
mu[17] 17.201 0.000 0.014 17.201 17.207 17.213 17.219
mu[18] 17.468 0.000 0.010 17.468 17.473 17.477 17.482
mu[19] 17.200 0.000 0.009 17.200 17.204 17.207 17.211
mu[20] 16.483 0.000 0.010 16.483 16.488 16.492 16.496
mu[21] 16.243 0.000 0.008 16.243 16.247 16.250 16.253
mu[22] 16.388 0.000 0.007 16.388 16.391 16.394 16.398
mu[23] 16.345 0.000 0.008 16.345 16.349 16.352 16.356
mu[24] 16.840 0.000 0.008 16.840 16.843 16.846 16.850
mu[25] 16.932 0.000 0.008 16.932 16.936 16.939 16.942
mu[26] 16.189 0.000 0.011 16.189 16.194 16.198 16.203
mu[27] 16.061 0.000 0.010 16.060 16.065 16.069 16.074
mu[28] 15.847 0.000 0.013 15.847 15.852 15.858 15.863
mu[29] 15.438 0.000 0.006 15.438 15.441 15.444 15.447
mu[30] 15.238 0.000 0.009 15.238 15.242 15.246 15.250
mu[31] 15.318 0.000 0.010 15.318 15.322 15.326 15.331
mu[32] 14.676 0.000 0.009 14.676 14.680 14.684 14.688
mu[33] 14.153 0.000 0.006 14.153 14.156 14.158 14.161
mu[34] 13.936 0.000 0.005 13.936 13.938 13.940 13.943
mu[35] 13.227 0.000 0.017 13.227 13.234 13.241 13.249
mu[36] 13.172 0.000 0.006 13.172 13.175 13.177 13.180
mu[37] 13.612 0.000 0.008 13.612 13.616 13.620 13.623
mu[38] 14.811 0.000 0.021 14.811 14.821 14.829 14.839
mu[39] 15.224 0.000 0.006 15.224 15.227 15.230 15.232
mu[40] 14.791 0.000 0.007 14.791 14.794 14.797 14.800
mu[41] 14.687 0.000 0.006 14.687 14.690 14.692 14.694
mu[42] 14.896 0.000 0.007 14.896 14.899 14.902 14.905
mu[43] 14.754 0.000 0.006 14.754 14.757 14.759 14.762
mu[44] 15.228 0.000 0.009 15.228 15.232 15.235 15.240
mu[45] 14.632 0.000 0.007 14.632 14.635 14.638 14.641
mu[46] 13.768 0.000 0.008 13.768 13.772 13.775 13.779
mu[47] 13.607 0.000 0.009 13.607 13.611 13.614 13.618
mu[48] 13.807 0.000 0.007 13.807 13.810 13.813 13.816
mu[49] 14.500 0.000 0.010 14.500 14.505 14.509 14.513
mu[50] 14.939 0.000 0.009 14.939 14.943 14.946 14.950
mu[51] 15.014 0.000 0.009 15.014 15.018 15.021 15.026
mu[52] 14.403 0.000 0.009 14.403 14.407 14.411 14.415
mu[53] 14.243 0.000 0.005 14.243 14.245 14.247 14.250
mu[54] 14.324 0.000 0.006 14.324 14.326 14.329 14.331
mu[55] 14.239 0.000 0.009 14.239 14.243 14.247 14.251
mu[56] 14.327 0.000 0.005 14.327 14.329 14.331 14.334
mu[57] 14.504 0.000 0.009 14.504 14.508 14.511 14.516
mu[58] 14.717 0.000 0.006 14.717 14.720 14.722 14.725
mu[59] 14.121 0.000 0.006 14.121 14.124 14.126 14.129
mu[60] 13.949 0.000 0.005 13.949 13.951 13.953 13.956
mu[61] 13.081 0.000 0.019 13.080 13.089 13.096 13.104
mu[62] 13.040 0.000 0.005 13.040 13.042 13.045 13.047
mu[63] 14.165 0.000 0.006 14.165 14.168 14.171 14.173
mu[64] 13.980 0.000 0.005 13.980 13.982 13.984 13.987
mu[65] 13.577 0.000 0.006 13.577 13.579 13.582 13.585
mu[66] 13.284 0.000 0.005 13.284 13.286 13.288 13.290
mu[67] 13.389 0.000 0.005 13.389 13.391 13.393 13.395
mu[68] 13.559 0.000 0.006 13.559 13.562 13.564 13.567
mu[69] 13.876 0.000 0.009 13.876 13.880 13.884 13.888
mu[70] 14.028 0.000 0.007 14.028 14.031 14.034 14.037
mu[71] 13.819 0.000 0.007 13.819 13.823 13.826 13.829
mu[72] 12.895 0.000 0.010 12.895 12.900 12.904 12.908
mu[73] 12.348 0.000 0.005 12.348 12.350 12.351 12.354
mu[74] 12.263 0.000 0.004 12.263 12.265 12.267 12.269
mu[75] 12.192 0.000 0.005 12.192 12.194 12.196 12.198
mu[76] 12.929 0.000 0.007 12.929 12.932 12.935 12.938
mu[77] 12.957 0.000 0.004 12.957 12.959 12.960 12.962
mu[78] 12.857 0.000 0.005 12.857 12.859 12.861 12.863
mu[79] 12.402 0.000 0.005 12.402 12.404 12.406 12.409
mu[80] 12.385 0.000 0.007 12.385 12.388 12.391 12.394
mu[81] 12.342 0.000 0.004 12.342 12.344 12.346 12.347
mu[82] 12.498 0.000 0.004 12.498 12.500 12.501 12.503
mu[83] 12.692 0.000 0.005 12.692 12.694 12.696 12.698
mu[84] 12.952 0.000 0.008 12.952 12.955 12.958 12.962
mu[85] 12.614 0.000 0.005 12.614 12.616 12.618 12.620
mu[86] 12.098 0.000 0.008 12.098 12.101 12.105 12.108
mu[87] 12.838 0.000 0.009 12.837 12.841 12.845 12.849
mu[88] 13.122 0.000 0.005 13.122 13.124 13.126 13.128
mu[89] 13.078 0.000 0.006 13.078 13.080 13.083 13.086
mu[90] 13.798 0.000 0.010 13.798 13.802 13.806 13.811
mu[91] 13.807 0.000 0.005 13.807 13.810 13.812 13.814
mu[92] 13.457 0.000 0.005 13.457 13.459 13.461 13.463
mu[93] 13.142 0.000 0.004 13.142 13.144 13.146 13.148
mu[94] 13.381 0.000 0.006 13.381 13.384 13.386 13.388
mu[95] 13.386 0.000 0.006 13.386 13.388 13.391 13.394
mu[96] 13.593 0.000 0.007 13.593 13.596 13.599 13.602
mu[97] 13.745 0.000 0.005 13.745 13.747 13.750 13.752
mu[98] 13.496 0.000 0.006 13.496 13.499 13.501 13.504
mu[99] 13.028 0.000 0.005 13.028 13.030 13.032 13.035
mu[100] 12.808 0.000 0.004 12.808 12.810 12.812 12.814
mu[101] 12.782 0.000 0.009 12.782 12.786 12.789 12.793
mu[102] 13.188 0.000 0.006 13.188 13.191 13.193 13.196
mu[103] 14.146 0.000 0.005 14.146 14.148 14.150 14.153
mu[104] 13.698 0.000 0.012 13.698 13.703 13.708 13.714
mu[105] 13.466 0.000 0.006 13.466 13.469 13.471 13.474
mu[106] 13.370 0.000 0.006 13.370 13.372 13.375 13.377
mu[107] 12.882 0.000 0.005 12.882 12.884 12.886 12.888
mu[108] 12.945 0.000 0.006 12.945 12.947 12.950 12.952
mu[109] 13.480 0.000 0.006 13.480 13.483 13.486 13.488
mu[110] 13.411 0.000 0.008 13.410 13.414 13.417 13.420
mu[111] 12.859 0.000 0.005 12.859 12.862 12.864 12.866
mu[112] 12.795 0.000 0.006 12.795 12.798 12.800 12.803
mu[113] 11.870 0.000 0.010 11.870 11.874 11.878 11.882
mu[114] 11.384 0.000 0.004 11.384 11.386 11.388 11.389
mu[115] 11.570 0.000 0.007 11.570 11.572 11.575 11.578
mu[116] 12.100 0.000 0.011 12.100 12.104 12.109 12.114
mu[117] 12.087 0.000 0.008 12.087 12.090 12.093 12.096
mu[118] 11.673 0.000 0.005 11.673 11.675 11.677 11.679
mu[119] 11.545 0.000 0.005 11.545 11.547 11.549 11.551
mu[120] 11.196 0.000 0.004 11.196 11.198 11.200 11.202
mu[121] 11.171 0.000 0.004 11.171 11.173 11.174 11.176
mu[122] 11.618 0.000 0.006 11.618 11.621 11.623 11.625
mu[123] 11.981 0.000 0.005 11.981 11.983 11.986 11.988
mu[124] 12.081 0.000 0.004 12.081 12.083 12.085 12.086
mu[125] 11.971 0.000 0.010 11.971 11.975 11.980 11.984
mu[126] 11.473 0.000 0.007 11.473 11.476 11.478 11.481
mu[127] 11.108 0.000 0.007 11.109 11.111 11.114 11.117
mu[128] 11.233 0.000 0.005 11.233 11.235 11.237 11.239
mu[129] 11.295 0.000 0.006 11.295 11.298 11.300 11.303
mu[130] 11.477 0.000 0.005 11.477 11.479 11.481 11.483
mu[131] 11.443 0.000 0.004 11.443 11.445 11.447 11.448
mu[132] 10.860 0.000 0.006 10.860 10.863 10.865 10.867
mu[133] 10.565 0.000 0.007 10.565 10.568 10.571 10.574
mu[134] 10.694 0.000 0.004 10.694 10.696 10.698 10.700
mu[135] 10.908 0.000 0.004 10.908 10.910 10.912 10.913
mu[136] 10.783 0.000 0.005 10.784 10.786 10.788 10.790
mu[137] 11.538 0.000 0.008 11.538 11.542 11.545 11.549
mu[138] 11.512 0.000 0.006 11.512 11.515 11.517 11.520
mu[139] 11.080 0.000 0.004 11.080 11.082 11.083 11.085
mu[140] 10.817 0.000 0.005 10.817 10.819 10.821 10.824
mu[141] 11.649 0.000 0.010 11.649 11.654 11.658 11.663
mu[142] 11.245 0.000 0.007 11.245 11.248 11.251 11.254
mu[143] 11.357 0.000 0.004 11.356 11.358 11.360 11.362
mu[144] 11.296 0.000 0.004 11.296 11.298 11.300 11.301
mu[145] 10.535 0.000 0.007 10.535 10.538 10.541 10.545
mu[146] 10.247 0.000 0.004 10.247 10.249 10.251 10.253
mu[147] 10.276 0.000 0.006 10.276 10.279 10.281 10.284
mu[148] 10.647 0.000 0.005 10.647 10.649 10.651 10.653
mu[149] 10.580 0.000 0.005 10.581 10.583 10.585 10.587
mu[150] 10.847 0.000 0.004 10.847 10.849 10.850 10.852
mu[151] 10.706 0.000 0.006 10.706 10.709 10.712 10.714
mu[152] 10.658 0.000 0.006 10.658 10.660 10.662 10.665
mu[153] 10.191 0.000 0.006 10.192 10.194 10.196 10.199
mu[154] 10.025 0.000 0.005 10.025 10.028 10.030 10.032
mu[155] 10.195 0.000 0.005 10.195 10.197 10.199 10.201
mu[156] 10.901 0.000 0.010 10.901 10.905 10.909 10.913
mu[157] 11.185 0.000 0.008 11.185 11.188 11.192 11.195
mu[158] 11.322 0.000 0.005 11.322 11.324 11.327 11.329
mu[159] 11.182 0.000 0.005 11.182 11.184 11.187 11.189
mu[160] 10.452 0.000 0.006 10.452 10.455 10.457 10.460
mu[161] 10.278 0.000 0.005 10.278 10.280 10.283 10.285
mu[162] 10.778 0.000 0.006 10.778 10.781 10.783 10.786
mu[163] 10.901 0.000 0.004 10.901 10.903 10.904 10.906
mu[164] 10.840 0.000 0.007 10.840 10.843 10.846 10.849
mu[165] 10.801 0.000 0.004 10.801 10.803 10.805 10.807
mu[166] 10.922 0.000 0.007 10.922 10.925 10.928 10.931
mu[167] 10.721 0.000 0.004 10.721 10.723 10.724 10.726
mu[168] 10.622 0.000 0.005 10.622 10.624 10.626 10.628
mu[169] 13.295 0.000 0.027 13.295 13.306 13.317 13.330
mu[170] 17.484 0.001 0.083 17.486 17.521 17.554 17.589
mu[171] 16.488 0.000 0.012 16.488 16.494 16.499 16.504
mu[172] 16.662 0.000 0.012 16.662 16.667 16.672 16.677
mu[173] 16.930 0.000 0.012 16.929 16.935 16.940 16.946
mu[174] 16.992 0.000 0.009 16.992 16.997 17.000 17.004
mu[175] 17.586 0.000 0.018 17.586 17.594 17.602 17.610
mu[176] 17.874 0.000 0.015 17.874 17.880 17.887 17.893
mu[177] 17.225 0.000 0.012 17.225 17.231 17.236 17.241
mu[178] 17.399 0.000 0.009 17.399 17.403 17.407 17.411
mu[179] 17.614 0.000 0.019 17.614 17.623 17.631 17.640
mu[180] 17.372 0.000 0.015 17.372 17.379 17.385 17.392
mu[181] 17.204 0.000 0.010 17.204 17.209 17.212 17.217
mu[182] 17.252 0.000 0.012 17.252 17.257 17.262 17.267
mu[183] 16.880 0.000 0.012 16.879 16.885 16.890 16.895
mu[184] 17.331 0.000 0.015 17.331 17.337 17.343 17.350
mu[185] 17.518 0.000 0.010 17.518 17.523 17.527 17.531
mu[186] 17.102 0.000 0.010 17.102 17.107 17.111 17.115
mu[187] 17.119 0.000 0.011 17.119 17.124 17.128 17.133
mu[188] 17.099 0.000 0.008 17.099 17.103 17.106 17.110
mu[189] 17.546 0.000 0.013 17.546 17.552 17.557 17.563
mu[190] 17.674 0.000 0.010 17.674 17.679 17.683 17.687
mu[191] 18.713 0.000 0.029 18.712 18.726 18.738 18.751
mu[192] 17.261 0.001 0.058 17.262 17.286 17.310 17.335
mu[193] 14.332 0.000 0.014 14.333 14.339 14.344 14.350
mu[194] 14.203 0.000 0.011 14.203 14.208 14.212 14.218
mu[195] 13.819 0.000 0.007 13.819 13.822 13.825 13.828
mu[196] 13.126 0.000 0.014 13.126 13.132 13.138 13.144
mu[197] 12.910 0.000 0.005 12.910 12.912 12.914 12.917
mu[198] 13.216 0.000 0.012 13.216 13.221 13.226 13.231
mu[199] 13.946 0.000 0.011 13.946 13.951 13.955 13.960
mu[200] 13.917 0.000 0.007 13.917 13.921 13.924 13.927
mu[201] 13.635 0.000 0.005 13.635 13.637 13.639 13.641
mu[202] 13.166 0.000 0.005 13.166 13.168 13.170 13.172
mu[203] 13.043 0.000 0.005 13.043 13.046 13.048 13.050
mu[204] 14.413 0.000 0.018 14.413 14.421 14.428 14.436
mu[205] 15.542 0.000 0.011 15.542 15.546 15.551 15.555
mu[206] 15.467 0.000 0.012 15.467 15.473 15.477 15.483
mu[207] 15.141 0.000 0.006 15.141 15.144 15.147 15.150
mu[208] 15.172 0.000 0.006 15.172 15.175 15.177 15.180
mu[209] 14.741 0.000 0.011 14.741 14.746 14.750 14.755
mu[210] 14.794 0.000 0.009 14.794 14.798 14.801 14.805
mu[211] 14.833 0.000 0.009 14.832 14.836 14.840 14.844
mu[212] 14.938 0.000 0.006 14.938 14.940 14.943 14.946
mu[213] 14.460 0.000 0.009 14.460 14.464 14.468 14.472
mu[214] 14.068 0.000 0.005 14.068 14.071 14.073 14.075
mu[215] 13.640 0.000 0.007 13.640 13.644 13.647 13.650
mu[216] 13.438 0.001 0.033 13.438 13.452 13.465 13.480
mu[217] 13.554 0.000 0.008 13.554 13.557 13.561 13.564
mu[218] 14.086 0.000 0.009 14.086 14.090 14.094 14.098
mu[219] 14.361 0.000 0.005 14.361 14.363 14.365 14.368
mu[220] 14.188 0.000 0.006 14.188 14.191 14.193 14.195
mu[221] 13.748 0.000 0.007 13.748 13.752 13.755 13.758
mu[222] 13.143 0.000 0.008 13.143 13.146 13.150 13.153
mu[223] 13.167 0.000 0.005 13.166 13.169 13.171 13.174
mu[224] 13.167 0.000 0.007 13.167 13.170 13.173 13.176
mu[225] 13.614 0.000 0.011 13.614 13.619 13.623 13.628
mu[226] 13.288 0.000 0.017 13.288 13.295 13.302 13.310
mu[227] 12.715 0.000 0.007 12.715 12.718 12.721 12.724
mu[228] 11.942 0.000 0.009 11.942 11.946 11.950 11.954
mu[229] 11.721 0.000 0.005 11.721 11.723 11.725 11.727
mu[230] 11.504 0.000 0.008 11.504 11.507 11.510 11.514
mu[231] 11.646 0.000 0.005 11.646 11.648 11.650 11.653
mu[232] 12.613 0.000 0.012 12.613 12.618 12.623 12.627
mu[233] 12.605 0.000 0.005 12.605 12.607 12.609 12.612
mu[234] 12.141 0.000 0.004 12.141 12.143 12.145 12.147
mu[235] 12.362 0.000 0.007 12.362 12.365 12.368 12.371
mu[236] 12.603 0.000 0.007 12.602 12.605 12.608 12.611
mu[237] 12.652 0.000 0.006 12.651 12.654 12.656 12.659
mu[238] 12.611 0.000 0.004 12.611 12.613 12.615 12.617
mu[239] 13.478 0.000 0.004 13.478 13.480 13.482 13.484
mu[240] 14.044 0.000 0.007 14.044 14.047 14.050 14.053
mu[241] 13.519 0.000 0.005 13.519 13.522 13.524 13.526
mu[242] 13.452 0.000 0.008 13.452 13.456 13.459 13.463
mu[243] 13.521 0.000 0.006 13.521 13.523 13.526 13.528
mu[244] 13.557 0.000 0.007 13.556 13.560 13.562 13.565
mu[245] 13.856 0.000 0.007 13.856 13.859 13.862 13.865
mu[246] 14.447 0.000 0.011 14.447 14.452 14.457 14.461
mu[247] 14.064 0.000 0.006 14.064 14.067 14.070 14.073
mu[248] 13.690 0.000 0.005 13.690 13.692 13.694 13.696
mu[249] 13.836 0.000 0.007 13.836 13.840 13.843 13.846
mu[250] 13.533 0.000 0.005 13.533 13.535 13.537 13.540
mu[251] 14.154 0.000 0.008 14.154 14.158 14.161 14.164
mu[252] 14.540 0.000 0.009 14.540 14.544 14.548 14.552
mu[253] 14.558 0.000 0.006 14.558 14.560 14.563 14.565
mu[254] 14.148 0.000 0.005 14.148 14.150 14.152 14.155
mu[255] 13.736 0.000 0.007 13.736 13.740 13.742 13.745
mu[256] 13.702 0.000 0.007 13.702 13.705 13.708 13.711
mu[257] 13.947 0.000 0.008 13.947 13.950 13.954 13.957
mu[258] 13.935 0.000 0.008 13.935 13.938 13.941 13.945
mu[259] 13.621 0.000 0.006 13.621 13.624 13.627 13.630
mu[260] 13.595 0.000 0.006 13.595 13.597 13.600 13.602
mu[261] 13.513 0.000 0.005 13.513 13.515 13.517 13.519
mu[262] 12.414 0.000 0.015 12.414 12.421 12.427 12.434
mu[263] 12.124 0.000 0.008 12.124 12.128 12.131 12.135
mu[264] 12.369 0.000 0.004 12.369 12.370 12.372 12.374
mu[265] 12.454 0.000 0.005 12.454 12.456 12.458 12.460
mu[266] 13.435 0.000 0.012 13.435 13.440 13.445 13.450
mu[267] 13.168 0.000 0.005 13.168 13.170 13.172 13.174
mu[268] 12.711 0.000 0.005 12.711 12.713 12.715 12.717
mu[269] 12.580 0.000 0.007 12.580 12.583 12.586 12.589
mu[270] 13.038 0.000 0.010 13.037 13.042 13.047 13.051
mu[271] 13.537 0.000 0.006 13.537 13.540 13.543 13.545
mu[272] 13.756 0.000 0.006 13.756 13.758 13.761 13.763
mu[273] 13.564 0.000 0.005 13.564 13.567 13.569 13.571
mu[274] 13.471 0.000 0.008 13.471 13.475 13.478 13.481
mu[275] 12.818 0.000 0.004 12.818 12.820 12.821 12.823
mu[276] 12.657 0.000 0.008 12.657 12.660 12.663 12.667
mu[277] 12.704 0.000 0.006 12.704 12.707 12.709 12.712
mu[278] 12.865 0.000 0.004 12.865 12.867 12.869 12.871
mu[279] 12.852 0.000 0.006 12.852 12.854 12.856 12.859
mu[280] 12.915 0.000 0.005 12.915 12.917 12.919 12.922
mu[281] 12.805 0.000 0.005 12.805 12.807 12.809 12.811
mu[282] 12.628 0.000 0.005 12.628 12.630 12.632 12.634
mu[283] 13.242 0.000 0.005 13.242 13.244 13.246 13.248
mu[284] 13.079 0.000 0.005 13.079 13.081 13.083 13.085
mu[285] 13.583 0.000 0.005 13.583 13.586 13.588 13.590
mu[286] 13.684 0.000 0.007 13.684 13.687 13.690 13.693
mu[287] 13.486 0.000 0.005 13.486 13.489 13.491 13.493
mu[288] 13.206 0.000 0.005 13.206 13.208 13.210 13.212
mu[289] 12.823 0.000 0.005 12.823 12.826 12.828 12.830
mu[290] 12.732 0.000 0.005 12.732 12.734 12.736 12.739
mu[291] 12.898 0.000 0.005 12.898 12.900 12.903 12.905
mu[292] 13.058 0.000 0.005 13.058 13.060 13.062 13.064
mu[293] 12.805 0.000 0.009 12.805 12.809 12.812 12.816
mu[294] 12.635 0.000 0.004 12.635 12.637 12.639 12.641
mu[295] 12.949 0.000 0.004 12.949 12.951 12.953 12.955
mu[296] 13.472 0.000 0.008 13.472 13.475 13.479 13.482
mu[297] 13.174 0.000 0.014 13.174 13.180 13.185 13.191
mu[298] 14.521 0.000 0.008 14.521 14.525 14.528 14.532
mu[299] 14.644 0.000 0.006 14.644 14.646 14.649 14.651
mu[300] 14.937 0.000 0.008 14.937 14.940 14.944 14.948
mu[301] 14.884 0.000 0.006 14.884 14.887 14.889 14.892
mu[302] 14.883 0.000 0.006 14.883 14.886 14.888 14.891
mu[303] 14.779 0.000 0.006 14.779 14.781 14.784 14.786
mu[304] 14.883 0.000 0.008 14.883 14.887 14.890 14.894
mu[305] 14.857 0.000 0.007 14.857 14.860 14.863 14.867
mu[306] 14.620 0.000 0.006 14.619 14.622 14.625 14.628
mu[307] 14.637 0.000 0.006 14.637 14.640 14.642 14.645
mu[308] 14.618 0.000 0.006 14.618 14.621 14.623 14.626
mu[309] 15.558 0.000 0.007 15.558 15.562 15.565 15.568
mu[310] 16.011 0.000 0.008 16.011 16.015 16.018 16.021
mu[311] 15.765 0.000 0.010 15.765 15.770 15.774 15.778
mu[312] 15.706 0.000 0.008 15.706 15.710 15.713 15.716
mu[313] 15.866 0.000 0.007 15.866 15.869 15.872 15.875
mu[314] 15.689 0.000 0.007 15.689 15.692 15.695 15.698
mu[315] 15.351 0.000 0.009 15.351 15.355 15.358 15.362
mu[316] 15.220 0.000 0.007 15.220 15.223 15.226 15.229
mu[317] 14.910 0.000 0.007 14.910 14.913 14.916 14.919
mu[318] 14.714 0.000 0.005 14.714 14.716 14.719 14.721
mu[319] 14.815 0.000 0.007 14.815 14.818 14.821 14.824
mu[320] 14.071 0.000 0.016 14.070 14.078 14.084 14.091
mu[321] 13.142 0.000 0.017 13.142 13.149 13.156 13.164
mu[322] 13.083 0.000 0.006 13.083 13.086 13.088 13.091
mu[323] 12.590 0.000 0.007 12.590 12.593 12.596 12.599
mu[324] 12.822 0.000 0.006 12.822 12.825 12.827 12.830
mu[325] 13.133 0.000 0.005 13.133 13.135 13.137 13.140
mu[326] 13.245 0.000 0.009 13.244 13.248 13.252 13.256
mu[327] 13.571 0.000 0.007 13.571 13.575 13.578 13.581
mu[328] 13.498 0.000 0.005 13.498 13.500 13.502 13.505
mu[329] 13.518 0.000 0.005 13.518 13.521 13.523 13.525
mu[330] 13.545 0.000 0.005 13.545 13.548 13.550 13.552
mu[331] 13.579 0.000 0.006 13.579 13.582 13.585 13.587
mu[332] 12.898 0.000 0.013 12.898 12.903 12.909 12.914
mu[333] 13.470 0.000 0.017 13.470 13.477 13.484 13.491
mu[334] 13.613 0.000 0.011 13.613 13.618 13.623 13.628
mu[335] 13.407 0.000 0.008 13.407 13.411 13.414 13.417
mu[336] 13.209 0.000 0.005 13.209 13.211 13.213 13.216
mu[337] 13.180 0.000 0.004 13.179 13.182 13.183 13.185
mu[338] 13.698 0.000 0.009 13.698 13.702 13.705 13.709
mu[339] 13.880 0.000 0.005 13.880 13.882 13.884 13.886
mu[340] 14.155 0.000 0.006 14.155 14.158 14.160 14.163
mu[341] 13.817 0.000 0.007 13.817 13.820 13.823 13.826
mu[342] 13.949 0.000 0.006 13.949 13.952 13.954 13.957
mu[343] 14.223 0.000 0.006 14.223 14.226 14.228 14.231
mu[344] 14.034 0.000 0.006 14.034 14.037 14.039 14.042
mu[345] 14.256 0.000 0.008 14.256 14.259 14.263 14.266
mu[346] 14.523 0.000 0.006 14.523 14.526 14.528 14.531
mu[347] 14.060 0.000 0.006 14.060 14.063 14.066 14.069
mu[348] 13.992 0.000 0.007 13.992 13.995 13.998 14.000
mu[349] 13.811 0.000 0.008 13.811 13.815 13.818 13.822
mu[350] 13.889 0.000 0.005 13.889 13.892 13.894 13.896
mu[351] 13.984 0.000 0.006 13.984 13.986 13.989 13.991
mu[352] 14.450 0.000 0.009 14.450 14.454 14.458 14.461
mu[353] 14.475 0.000 0.013 14.475 14.481 14.486 14.492
mu[354] 15.325 0.000 0.009 15.325 15.329 15.333 15.337
mu[355] 15.353 0.000 0.007 15.353 15.356 15.358 15.361
mu[356] 15.400 0.000 0.007 15.399 15.403 15.406 15.409
mu[357] 17.348 0.000 0.029 17.348 17.361 17.374 17.387
mu[358] 19.070 0.000 0.013 19.070 19.076 19.081 19.087
mu[359] 18.206 0.000 0.010 18.206 18.211 18.215 18.219
mu[360] 19.037 0.000 0.014 19.037 19.043 19.048 19.055
mu[361] 18.970 0.000 0.013 18.970 18.976 18.981 18.987
mu[362] 19.091 0.000 0.011 19.091 19.096 19.100 19.105
mu[363] 20.081 0.000 0.012 20.081 20.086 20.091 20.096
mu[364] 20.473 0.000 0.013 20.473 20.479 20.484 20.490
mu[365] 20.080 0.000 0.016 20.080 20.087 20.094 20.101
mu[366] 20.308 0.000 0.012 20.308 20.314 20.319 20.324
mu[367] 21.048 0.000 0.014 21.048 21.054 21.060 21.066
mu[368] 20.943 0.000 0.015 20.943 20.949 20.955 20.962
mu[369] 21.425 0.000 0.014 21.425 21.431 21.437 21.443
mu[370] 21.806 0.000 0.015 21.806 21.813 21.819 21.826
mu[371] 21.367 0.000 0.014 21.367 21.373 21.378 21.384
mu[372] 21.955 0.000 0.019 21.954 21.963 21.971 21.979
mu[373] 22.188 0.000 0.015 22.188 22.195 22.201 22.207
mu[374] 21.921 0.000 0.017 21.920 21.928 21.935 21.943
mu[375] 21.957 0.000 0.015 21.957 21.964 21.969 21.976
mu[376] 22.062 0.000 0.015 22.062 22.069 22.074 22.081
mu[377] 21.947 0.000 0.016 21.947 21.955 21.961 21.968
mu[378] 21.894 0.000 0.015 21.894 21.901 21.907 21.913
mu[379] 21.577 0.000 0.015 21.577 21.584 21.590 21.597
mu[380] 19.544 0.001 0.038 19.544 19.561 19.575 19.593
mu[381] 19.963 0.000 0.013 19.963 19.969 19.974 19.980
mu[382] 20.664 0.000 0.013 20.664 20.670 20.675 20.681
mu[383] 20.308 0.000 0.018 20.308 20.315 20.323 20.331
mu[384] 20.002 0.000 0.012 20.002 20.007 20.011 20.016
mu[385] 19.798 0.000 0.014 19.797 19.804 19.809 19.816
mu[386] 19.358 0.000 0.016 19.357 19.364 19.371 19.377
mu[387] 19.855 0.000 0.015 19.855 19.862 19.868 19.874
mu[388] 20.342 0.000 0.015 20.342 20.349 20.354 20.361
mu[389] 20.022 0.000 0.013 20.023 20.028 20.033 20.039
mu[390] 19.468 0.000 0.012 19.468 19.473 19.478 19.483
mu[391] 19.285 0.000 0.011 19.285 19.290 19.294 19.299
mu[392] 18.602 0.000 0.014 18.602 18.608 18.614 18.620
mu[393] 18.923 0.000 0.012 18.923 18.928 18.933 18.938
mu[394] 18.944 0.000 0.010 18.944 18.949 18.953 18.958
mu[395] 18.587 0.000 0.011 18.587 18.591 18.595 18.600
mu[396] 18.102 0.000 0.010 18.102 18.106 18.110 18.114
mu[397] 18.033 0.000 0.011 18.033 18.038 18.043 18.048
mu[398] 18.032 0.000 0.010 18.032 18.037 18.041 18.046
mu[399] 17.903 0.000 0.014 17.903 17.909 17.914 17.921
mu[400] 17.503 0.000 0.010 17.503 17.507 17.511 17.515
mu[401] 17.694 0.000 0.015 17.694 17.701 17.706 17.713
mu[402] 17.574 0.000 0.009 17.574 17.578 17.581 17.585
mu[403] 17.274 0.000 0.011 17.274 17.278 17.283 17.287
mu[404] 16.750 0.000 0.010 16.750 16.754 16.758 16.762
mu[405] 15.959 0.000 0.011 15.959 15.964 15.968 15.974
mu[406] 16.085 0.000 0.011 16.085 16.090 16.095 16.099
mu[407] 16.398 0.000 0.008 16.398 16.401 16.405 16.408
mu[408] 16.213 0.000 0.009 16.213 16.217 16.221 16.225
mu[409] 15.952 0.000 0.009 15.952 15.956 15.960 15.964
mu[410] 15.377 0.000 0.014 15.377 15.384 15.389 15.395
mu[411] 15.153 0.000 0.007 15.153 15.156 15.159 15.162
mu[412] 15.324 0.000 0.008 15.324 15.328 15.331 15.334
mu[413] 15.324 0.000 0.007 15.324 15.327 15.330 15.333
mu[414] 15.032 0.000 0.007 15.032 15.035 15.038 15.041
mu[415] 14.971 0.000 0.007 14.971 14.974 14.977 14.980
mu[416] 15.121 0.000 0.007 15.121 15.124 15.127 15.131
mu[417] 14.828 0.000 0.006 14.828 14.830 14.833 14.835
mu[418] 15.065 0.000 0.008 15.065 15.069 15.072 15.075
mu[419] 16.067 0.000 0.007 16.067 16.070 16.073 16.077
mu[420] 15.864 0.000 0.007 15.864 15.867 15.870 15.873
mu[421] 15.652 0.000 0.008 15.652 15.656 15.659 15.662
mu[422] 15.280 0.000 0.007 15.280 15.283 15.285 15.288
mu[423] 14.926 0.000 0.007 14.926 14.929 14.931 14.934
mu[424] 15.437 0.000 0.008 15.437 15.440 15.443 15.447
mu[425] 15.897 0.000 0.020 15.897 15.906 15.914 15.923
mu[426] 15.893 0.000 0.012 15.893 15.898 15.903 15.908
mu[427] 15.905 0.000 0.008 15.905 15.909 15.912 15.915
mu[428] 16.017 0.000 0.009 16.017 16.021 16.025 16.028
mu[429] 15.719 0.000 0.007 15.719 15.723 15.725 15.729
mu[430] 15.790 0.000 0.007 15.790 15.793 15.796 15.799
mu[431] 16.133 0.000 0.009 16.133 16.137 16.141 16.145
mu[432] 15.921 0.000 0.008 15.921 15.925 15.928 15.932
mu[433] 16.178 0.000 0.012 16.178 16.183 16.188 16.194
mu[434] 16.469 0.000 0.008 16.469 16.473 16.476 16.479
mu[435] 16.177 0.000 0.012 16.177 16.182 16.187 16.192
mu[436] 15.904 0.000 0.008 15.904 15.908 15.911 15.914
mu[437] 16.312 0.000 0.008 16.312 16.316 16.319 16.323
mu[438] 15.917 0.000 0.007 15.917 15.920 15.923 15.926
mu[439] 15.719 0.000 0.008 15.719 15.723 15.726 15.729
mu[440] 15.768 0.000 0.008 15.768 15.772 15.775 15.778
mu[441] 15.633 0.000 0.012 15.633 15.639 15.644 15.649
mu[442] 15.285 0.000 0.008 15.285 15.289 15.292 15.296
mu[443] 15.504 0.000 0.007 15.504 15.507 15.510 15.513
mu[444] 15.176 0.000 0.006 15.176 15.178 15.181 15.184
mu[445] 15.123 0.000 0.007 15.123 15.126 15.129 15.132
mu[446] 15.730 0.000 0.011 15.730 15.735 15.740 15.746
mu[447] 15.678 0.000 0.008 15.678 15.682 15.685 15.688
mu[448] 14.710 0.000 0.012 14.709 14.715 14.720 14.726
mu[449] 14.871 0.000 0.008 14.871 14.875 14.878 14.881
mu[450] 14.668 0.000 0.008 14.668 14.672 14.675 14.679
mu[451] 14.438 0.000 0.008 14.438 14.442 14.445 14.449
mu[452] 14.350 0.000 0.006 14.350 14.353 14.355 14.358
mu[453] 13.995 0.000 0.005 13.995 13.997 13.999 14.002
mu[454] 13.627 0.000 0.010 13.627 13.632 13.636 13.640
mu[455] 14.833 0.000 0.018 14.833 14.841 14.849 14.856
mu[456] 14.888 0.000 0.016 14.888 14.895 14.901 14.909
mu[457] 14.729 0.000 0.006 14.729 14.732 14.734 14.737
mu[458] 14.865 0.000 0.006 14.865 14.868 14.870 14.873
mu[459] 14.943 0.000 0.008 14.943 14.946 14.950 14.954
mu[460] 14.448 0.000 0.008 14.448 14.452 14.455 14.458
mu[461] 14.810 0.000 0.008 14.810 14.813 14.816 14.820
mu[462] 14.568 0.000 0.006 14.568 14.571 14.574 14.576
mu[463] 14.139 0.000 0.006 14.139 14.142 14.144 14.147
mu[464] 14.125 0.000 0.007 14.125 14.128 14.131 14.134
mu[465] 13.838 0.000 0.006 13.838 13.841 13.843 13.846
mu[466] 13.844 0.000 0.005 13.844 13.846 13.848 13.850
mu[467] 15.417 0.000 0.020 15.417 15.426 15.434 15.443
mu[468] 15.062 0.000 0.007 15.062 15.065 15.067 15.070
mu[469] 15.240 0.000 0.012 15.240 15.245 15.250 15.256
mu[470] 15.698 0.000 0.013 15.698 15.704 15.709 15.715
mu[471] 15.970 0.000 0.010 15.970 15.974 15.978 15.982
mu[472] 15.623 0.000 0.013 15.623 15.629 15.634 15.640
mu[473] 19.091 0.000 0.016 19.090 19.098 19.104 19.112
mu[474] 22.136 0.001 0.033 22.136 22.150 22.164 22.178
mu[475] 21.793 0.000 0.017 21.793 21.800 21.807 21.815
mu[476] 21.831 0.000 0.014 21.831 21.837 21.843 21.850
mu[477] 21.575 0.000 0.014 21.575 21.581 21.587 21.593
mu[478] 20.610 0.000 0.019 20.610 20.618 20.626 20.635
mu[479] 21.447 0.000 0.020 21.447 21.456 21.465 21.474
mu[480] 21.242 0.000 0.015 21.242 21.249 21.255 21.262
mu[481] 21.087 0.000 0.014 21.087 21.093 21.099 21.105
mu[482] 21.021 0.000 0.015 21.021 21.028 21.033 21.040
mu[483] 21.283 0.000 0.017 21.282 21.290 21.297 21.305
mu[484] 21.326 0.000 0.013 21.326 21.332 21.337 21.343
mu[485] 21.595 0.000 0.014 21.595 21.601 21.607 21.613
mu[486] 21.794 0.000 0.014 21.794 21.800 21.806 21.812
mu[487] 21.415 0.000 0.017 21.415 21.423 21.430 21.437
mu[488] 22.385 0.000 0.015 22.385 22.392 22.398 22.405
mu[489] 22.164 0.000 0.016 22.165 22.172 22.178 22.185
mu[490] 21.454 0.000 0.019 21.454 21.463 21.471 21.479
mu[491] 21.499 0.000 0.015 21.499 21.505 21.511 21.517
mu[492] 21.202 0.000 0.014 21.202 21.208 21.213 21.219
mu[493] 20.766 0.000 0.014 20.766 20.772 20.777 20.783
mu[494] 21.132 0.000 0.014 21.132 21.138 21.143 21.149
mu[495] 20.981 0.000 0.016 20.980 20.988 20.994 21.002
mu[496] 19.071 0.001 0.034 19.071 19.086 19.099 19.114
mu[497] 15.848 0.000 0.020 15.848 15.857 15.865 15.874
mu[498] 16.442 0.001 0.056 16.442 16.468 16.490 16.514
mu[499] 16.640 0.001 0.043 16.640 16.659 16.677 16.695
mu[500] 15.704 0.000 0.010 15.704 15.708 15.712 15.717
mu[501] 15.852 0.000 0.008 15.852 15.856 15.859 15.862
mu[502] 15.440 0.000 0.013 15.440 15.446 15.451 15.457
mu[503] 15.630 0.000 0.007 15.630 15.633 15.636 15.639
mu[504] 15.652 0.000 0.008 15.652 15.656 15.659 15.662
mu[505] 15.262 0.000 0.008 15.262 15.266 15.269 15.273
mu[506] 14.948 0.000 0.010 14.948 14.953 14.956 14.960
mu[507] 14.783 0.000 0.007 14.783 14.786 14.789 14.792
mu[508] 14.199 0.000 0.013 14.199 14.205 14.211 14.217
mu[509] 14.492 0.000 0.010 14.492 14.496 14.501 14.505
mu[510] 14.138 0.000 0.009 14.138 14.142 14.146 14.150
mu[511] 13.567 0.000 0.007 13.567 13.570 13.573 13.576
mu[512] 13.700 0.000 0.008 13.700 13.703 13.706 13.709
mu[513] 13.268 0.000 0.010 13.269 13.273 13.277 13.281
mu[514] 12.843 0.000 0.008 12.843 12.846 12.849 12.853
mu[515] 12.880 0.000 0.005 12.880 12.882 12.884 12.886
mu[516] 13.200 0.000 0.007 13.200 13.203 13.206 13.209
mu[517] 12.814 0.000 0.006 12.814 12.816 12.819 12.822
mu[518] 13.022 0.000 0.005 13.022 13.024 13.026 13.029
mu[519] 12.981 0.000 0.008 12.981 12.984 12.987 12.991
mu[520] 12.381 0.000 0.005 12.381 12.383 12.385 12.388
mu[521] 12.703 0.000 0.007 12.703 12.706 12.708 12.711
mu[522] 12.563 0.000 0.006 12.563 12.565 12.568 12.570
mu[523] 12.344 0.000 0.007 12.344 12.347 12.350 12.353
mu[524] 12.191 0.000 0.007 12.190 12.194 12.197 12.200
mu[525] 12.296 0.000 0.011 12.296 12.301 12.306 12.311
mu[526] 11.795 0.000 0.008 11.795 11.799 11.802 11.806
mu[527] 11.730 0.000 0.008 11.730 11.733 11.737 11.740
mu[528] 12.244 0.000 0.009 12.244 12.248 12.252 12.256
mu[529] 11.997 0.000 0.004 11.997 11.999 12.000 12.002
mu[530] 12.297 0.000 0.006 12.297 12.300 12.303 12.305
mu[531] 12.106 0.000 0.005 12.106 12.108 12.110 12.112
mu[532] 11.460 0.000 0.012 11.460 11.465 11.470 11.476
mu[533] 11.714 0.000 0.011 11.714 11.719 11.724 11.729
mu[534] 11.874 0.000 0.006 11.874 11.877 11.879 11.882
mu[535] 11.677 0.000 0.004 11.677 11.679 11.681 11.683
mu[536] 12.660 0.000 0.010 12.660 12.664 12.669 12.673
mu[537] 12.262 0.000 0.010 12.262 12.267 12.271 12.275
mu[538] 11.825 0.000 0.004 11.825 11.827 11.828 11.830
mu[539] 11.874 0.000 0.009 11.874 11.878 11.882 11.886
mu[540] 11.555 0.000 0.005 11.555 11.557 11.559 11.562
mu[541] 11.495 0.000 0.006 11.495 11.498 11.500 11.503
mu[542] 11.585 0.000 0.005 11.585 11.587 11.589 11.591
mu[543] 11.337 0.000 0.005 11.337 11.340 11.342 11.344
mu[544] 11.143 0.000 0.004 11.143 11.145 11.147 11.148
mu[545] 11.702 0.000 0.010 11.702 11.706 11.710 11.715
mu[546] 11.320 0.000 0.007 11.320 11.323 11.326 11.328
mu[547] 11.374 0.000 0.004 11.374 11.375 11.377 11.379
mu[548] 11.299 0.000 0.006 11.299 11.301 11.304 11.307
mu[549] 11.622 0.000 0.008 11.622 11.625 11.629 11.632
mu[550] 11.550 0.000 0.009 11.550 11.555 11.559 11.562
mu[551] 11.261 0.000 0.008 11.261 11.265 11.267 11.271
mu[552] 10.991 0.000 0.005 10.991 10.993 10.995 10.997
mu[553] 10.851 0.000 0.004 10.851 10.853 10.855 10.856
mu[554] 11.037 0.000 0.006 11.037 11.039 11.042 11.044
mu[555] 10.973 0.000 0.005 10.973 10.975 10.977 10.979
mu[556] 10.431 0.000 0.007 10.431 10.434 10.436 10.439
mu[557] 10.245 0.000 0.005 10.245 10.247 10.249 10.251
mu[558] 10.333 0.000 0.005 10.333 10.335 10.337 10.340
mu[559] 10.059 0.000 0.013 10.059 10.065 10.071 10.076
mu[560] 13.250 0.001 0.040 13.251 13.268 13.284 13.302
mu[561] 12.804 0.000 0.012 12.804 12.809 12.814 12.820
mu[562] 12.651 0.000 0.010 12.651 12.655 12.659 12.664
mu[563] 12.992 0.000 0.006 12.992 12.994 12.997 13.000
mu[564] 13.470 0.000 0.006 13.470 13.473 13.475 13.478
mu[565] 12.970 0.000 0.005 12.970 12.972 12.974 12.977
mu[566] 13.197 0.000 0.006 13.197 13.199 13.202 13.204
mu[567] 12.922 0.000 0.005 12.922 12.924 12.927 12.929
mu[568] 12.517 0.000 0.009 12.517 12.521 12.524 12.528
mu[569] 12.851 0.000 0.007 12.851 12.854 12.857 12.860
mu[570] 12.715 0.000 0.005 12.715 12.717 12.719 12.722
mu[571] 12.681 0.000 0.005 12.681 12.684 12.686 12.688
mu[572] 12.311 0.000 0.010 12.311 12.315 12.319 12.323
mu[573] 12.362 0.000 0.007 12.362 12.365 12.368 12.371
mu[574] 12.104 0.000 0.007 12.104 12.107 12.110 12.113
mu[575] 12.323 0.000 0.005 12.323 12.326 12.328 12.330
mu[576] 12.063 0.000 0.005 12.063 12.066 12.068 12.070
mu[577] 11.973 0.000 0.005 11.972 11.975 11.977 11.979
mu[578] 12.350 0.000 0.005 12.350 12.352 12.354 12.356
mu[579] 12.344 0.000 0.006 12.344 12.347 12.349 12.352
mu[580] 12.043 0.000 0.004 12.043 12.045 12.046 12.048
mu[581] 12.134 0.000 0.005 12.134 12.137 12.139 12.141
mu[582] 12.176 0.000 0.007 12.176 12.179 12.182 12.185
mu[583] 11.015 0.000 0.026 11.015 11.027 11.037 11.049
mu[584] 11.063 0.000 0.005 11.063 11.065 11.067 11.069
mu[585] 10.847 0.000 0.005 10.847 10.849 10.851 10.853
mu[586] 10.477 0.000 0.005 10.477 10.480 10.482 10.484
mu[587] 10.601 0.000 0.006 10.601 10.604 10.606 10.609
mu[588] 11.237 0.000 0.004 11.237 11.239 11.241 11.243
mu[589] 11.262 0.000 0.007 11.262 11.265 11.268 11.271
mu[590] 11.539 0.000 0.005 11.539 11.542 11.544 11.546
mu[591] 11.600 0.000 0.004 11.600 11.602 11.603 11.605
mu[592] 17.702 0.002 0.121 17.703 17.755 17.805 17.857
mu[593] 18.661 0.001 0.040 18.661 18.679 18.694 18.713
mu[594] 19.194 0.001 0.033 19.194 19.208 19.221 19.236
mu[595] 18.586 0.000 0.011 18.586 18.591 18.596 18.601
mu[596] 19.074 0.000 0.015 19.073 19.080 19.086 19.093
mu[597] 19.431 0.000 0.019 19.431 19.439 19.447 19.456
mu[598] 19.295 0.000 0.011 19.295 19.300 19.305 19.309
mu[599] 19.598 0.000 0.018 19.598 19.606 19.613 19.621
mu[600] 19.393 0.000 0.013 19.393 19.399 19.405 19.410
mu[601] 19.477 0.000 0.015 19.477 19.483 19.490 19.497
mu[602] 19.586 0.000 0.011 19.586 19.591 19.596 19.601
mu[603] 20.435 0.000 0.012 20.435 20.440 20.445 20.450
mu[604] 20.198 0.000 0.028 20.198 20.210 20.221 20.233
mu[605] 20.016 0.000 0.012 20.016 20.021 20.026 20.031
mu[606] 20.364 0.000 0.017 20.363 20.371 20.378 20.386
mu[607] 20.405 0.000 0.012 20.405 20.411 20.416 20.421
mu[608] 20.437 0.000 0.013 20.437 20.443 20.448 20.454
mu[609] 20.720 0.000 0.014 20.720 20.726 20.731 20.737
mu[610] 20.390 0.000 0.014 20.390 20.396 20.401 20.407
mu[611] 20.727 0.000 0.015 20.727 20.733 20.739 20.745
mu[612] 20.424 0.000 0.015 20.424 20.430 20.436 20.443
mu[613] 20.096 0.000 0.017 20.096 20.104 20.110 20.118
mu[614] 18.238 0.000 0.029 18.238 18.251 18.262 18.274
mu[615] 16.399 0.000 0.010 16.399 16.403 16.407 16.412
mu[616] 15.424 0.000 0.025 15.424 15.435 15.445 15.456
mu[617] 15.675 0.000 0.024 15.674 15.686 15.696 15.706
mu[618] 15.213 0.000 0.016 15.213 15.221 15.227 15.234
mu[619] 14.654 0.000 0.008 14.654 14.658 14.661 14.665
mu[620] 14.650 0.000 0.007 14.650 14.653 14.656 14.659
mu[621] 14.740 0.000 0.013 14.740 14.746 14.751 14.757
mu[622] 15.263 0.000 0.006 15.263 15.265 15.268 15.271
mu[623] 15.422 0.000 0.010 15.422 15.427 15.431 15.436
mu[624] 15.141 0.000 0.013 15.141 15.146 15.152 15.157
mu[625] 15.096 0.000 0.006 15.096 15.098 15.101 15.104
mu[626] 14.530 0.000 0.011 14.530 14.535 14.539 14.544
mu[627] 14.396 0.000 0.006 14.396 14.399 14.402 14.405
mu[628] 14.094 0.000 0.007 14.094 14.097 14.100 14.103
mu[629] 13.800 0.000 0.011 13.800 13.805 13.809 13.814
mu[630] 13.778 0.000 0.015 13.778 13.785 13.791 13.798
mu[631] 13.358 0.000 0.007 13.358 13.361 13.364 13.367
mu[632] 13.391 0.000 0.005 13.391 13.393 13.396 13.398
mu[633] 13.434 0.000 0.008 13.434 13.438 13.441 13.445
mu[634] 13.231 0.000 0.006 13.231 13.234 13.237 13.239
mu[635] 12.761 0.000 0.010 12.761 12.765 12.770 12.774
mu[636] 12.689 0.000 0.008 12.689 12.692 12.695 12.698
mu[637] 12.266 0.000 0.006 12.266 12.268 12.270 12.273
mu[638] 12.754 0.000 0.023 12.754 12.764 12.773 12.783
mu[639] 12.976 0.000 0.005 12.976 12.978 12.980 12.982
mu[640] 12.796 0.000 0.016 12.796 12.803 12.810 12.816
mu[641] 12.580 0.000 0.004 12.580 12.582 12.584 12.585
mu[642] 12.809 0.000 0.006 12.809 12.812 12.814 12.817
mu[643] 12.511 0.000 0.007 12.511 12.514 12.517 12.521
mu[644] 12.342 0.000 0.008 12.342 12.345 12.349 12.352
mu[645] 12.335 0.000 0.004 12.335 12.337 12.338 12.340
mu[646] 11.937 0.000 0.005 11.937 11.939 11.942 11.944
mu[647] 11.936 0.000 0.007 11.936 11.939 11.942 11.945
mu[648] 12.050 0.000 0.007 12.050 12.053 12.056 12.059
mu[649] 12.378 0.000 0.007 12.378 12.381 12.384 12.387
mu[650] 12.428 0.000 0.004 12.428 12.429 12.431 12.433
mu[651] 12.526 0.000 0.012 12.526 12.532 12.537 12.542
mu[652] 12.454 0.000 0.006 12.454 12.457 12.460 12.463
mu[653] 12.478 0.000 0.007 12.478 12.481 12.484 12.487
mu[654] 12.504 0.000 0.005 12.504 12.506 12.509 12.511
mu[655] 12.534 0.000 0.004 12.534 12.536 12.538 12.539
mu[656] 12.487 0.000 0.005 12.487 12.489 12.491 12.493
mu[657] 12.516 0.000 0.004 12.516 12.518 12.520 12.522
mu[658] 12.524 0.000 0.004 12.524 12.526 12.528 12.530
mu[659] 12.565 0.000 0.004 12.565 12.567 12.568 12.570
mu[660] 12.359 0.000 0.008 12.359 12.363 12.366 12.370
mu[661] 12.001 0.000 0.007 12.001 12.005 12.007 12.011
mu[662] 12.122 0.000 0.011 12.122 12.127 12.132 12.136
mu[663] 12.118 0.000 0.004 12.118 12.120 12.121 12.123
mu[664] 12.439 0.000 0.009 12.439 12.443 12.446 12.451
mu[665] 12.736 0.000 0.006 12.736 12.739 12.741 12.743
mu[666] 12.204 0.000 0.004 12.204 12.206 12.208 12.210
mu[667] 12.424 0.000 0.005 12.424 12.426 12.428 12.431
mu[668] 12.057 0.000 0.005 12.057 12.059 12.061 12.064
mu[669] 11.884 0.000 0.007 11.884 11.887 11.890 11.894
mu[670] 12.080 0.000 0.005 12.079 12.082 12.084 12.086
mu[671] 12.378 0.000 0.005 12.378 12.380 12.383 12.385
mu[672] 12.140 0.000 0.004 12.140 12.142 12.144 12.145
mu[673] 11.861 0.000 0.005 11.861 11.863 11.865 11.868
mu[674] 11.917 0.000 0.007 11.917 11.920 11.923 11.926
mu[675] 11.780 0.000 0.005 11.780 11.782 11.784 11.787
mu[676] 11.906 0.000 0.004 11.906 11.908 11.910 11.912
mu[677] 12.063 0.000 0.006 12.062 12.065 12.068 12.070
mu[678] 11.535 0.000 0.005 11.535 11.537 11.539 11.542
mu[679] 11.517 0.000 0.004 11.517 11.519 11.521 11.523
mu[680] 11.105 0.000 0.005 11.105 11.107 11.109 11.112
mu[681] 10.905 0.000 0.004 10.905 10.907 10.909 10.911
mu[682] 11.243 0.000 0.004 11.242 11.244 11.246 11.248
mu[683] 11.507 0.000 0.004 11.507 11.508 11.510 11.512
mu[684] 11.250 0.000 0.011 11.250 11.254 11.259 11.263
mu[685] 11.029 0.000 0.004 11.029 11.031 11.033 11.035
mu[686] 10.880 0.000 0.004 10.880 10.881 10.883 10.885
mu[687] 10.613 0.000 0.006 10.613 10.615 10.618 10.620
mu[688] 10.960 0.000 0.005 10.960 10.963 10.965 10.967
mu[689] 10.770 0.000 0.005 10.770 10.772 10.774 10.776
mu[690] 10.906 0.000 0.010 10.906 10.911 10.915 10.919
mu[691] 10.899 0.000 0.008 10.899 10.903 10.906 10.910
mu[692] 11.003 0.000 0.005 11.003 11.005 11.007 11.009
mu[693] 10.680 0.000 0.006 10.680 10.683 10.685 10.688
mu[694] 10.665 0.000 0.005 10.665 10.668 10.670 10.672
mu[695] 10.599 0.000 0.005 10.599 10.601 10.603 10.605
mu[696] 10.467 0.000 0.004 10.467 10.469 10.470 10.472
mu[697] 10.326 0.000 0.005 10.326 10.328 10.330 10.333
mu[698] 10.159 0.000 0.006 10.159 10.161 10.163 10.166
mu[699] 10.440 0.000 0.018 10.440 10.448 10.455 10.462
mu[700] 11.139 0.000 0.004 11.139 11.141 11.143 11.145
mu[701] 11.030 0.000 0.004 11.030 11.032 11.034 11.036
mu[702] 10.866 0.000 0.005 10.866 10.868 10.870 10.873
mu[703] 10.934 0.000 0.005 10.934 10.936 10.938 10.941
mu[704] 10.880 0.000 0.005 10.880 10.882 10.884 10.886
mu[705] 10.856 0.000 0.005 10.856 10.858 10.860 10.862
mu[706] 10.753 0.000 0.005 10.753 10.755 10.758 10.760
mu[707] 10.976 0.000 0.006 10.976 10.978 10.981 10.983
mu[708] 10.905 0.000 0.005 10.905 10.907 10.909 10.912
mu[709] 10.746 0.000 0.005 10.746 10.748 10.750 10.753
mu[710] 10.762 0.000 0.006 10.762 10.765 10.767 10.770
mu[711] 10.598 0.000 0.008 10.598 10.601 10.604 10.608
mu[712] 10.456 0.000 0.005 10.456 10.458 10.460 10.463
mu[713] 10.248 0.000 0.006 10.248 10.251 10.253 10.256
mu[714] 10.138 0.000 0.004 10.138 10.140 10.142 10.144
mu[715] 10.017 0.000 0.005 10.018 10.020 10.022 10.024
mu[716] 10.105 0.000 0.004 10.105 10.107 10.109 10.111
mu[717] 9.800 0.000 0.006 9.800 9.802 9.805 9.807
mu[718] 9.681 0.000 0.005 9.681 9.683 9.685 9.688
mu[719] 10.043 0.000 0.007 10.043 10.046 10.049 10.052
mu[720] 10.092 0.000 0.008 10.092 10.095 10.098 10.102
mu[721] 10.473 0.000 0.009 10.473 10.477 10.481 10.485
mu[722] 9.759 0.000 0.011 9.759 9.764 9.769 9.774
mu[723] 10.154 0.000 0.004 10.154 10.156 10.158 10.160
mu[724] 10.471 0.000 0.004 10.471 10.473 10.475 10.477
mu[725] 10.552 0.000 0.008 10.552 10.555 10.558 10.562
mu[726] 10.662 0.000 0.009 10.662 10.666 10.670 10.674
mu[727] 10.353 0.000 0.006 10.353 10.356 10.358 10.361
mu[728] 10.433 0.000 0.005 10.433 10.435 10.437 10.439
mu[729] 10.433 0.000 0.005 10.433 10.436 10.438 10.440
mu[730] 10.621 0.000 0.006 10.621 10.624 10.626 10.629
mu[731] 10.602 0.000 0.005 10.602 10.604 10.607 10.609
mu[732] 10.653 0.000 0.008 10.653 10.657 10.659 10.663
mu[733] 10.494 0.000 0.006 10.494 10.496 10.499 10.501
mu[734] 11.305 0.000 0.014 11.305 11.311 11.317 11.323
mu[735] 11.620 0.000 0.005 11.620 11.622 11.624 11.626
mu[736] 11.332 0.000 0.004 11.332 11.334 11.335 11.337
mu[737] 11.375 0.000 0.008 11.375 11.379 11.382 11.386
mu[738] 11.482 0.000 0.004 11.482 11.484 11.486 11.488
mu[739] 11.386 0.000 0.006 11.386 11.388 11.391 11.393
mu[740] 11.727 0.000 0.006 11.727 11.730 11.732 11.735
mu[741] 11.612 0.000 0.008 11.612 11.616 11.619 11.622
mu[742] 11.750 0.000 0.006 11.751 11.753 11.756 11.758
mu[743] 11.768 0.000 0.004 11.768 11.770 11.772 11.774
mu[744] 11.561 0.000 0.008 11.561 11.565 11.568 11.572
mu[745] 11.643 0.000 0.006 11.643 11.646 11.648 11.651
mu[746] 11.344 0.000 0.006 11.344 11.347 11.349 11.352
mu[747] 10.937 0.000 0.006 10.938 10.940 10.943 10.946
mu[748] 11.061 0.000 0.006 11.061 11.063 11.065 11.068
mu[749] 11.205 0.000 0.004 11.205 11.207 11.209 11.210
mu[750] 11.248 0.000 0.004 11.248 11.250 11.252 11.254
mu[751] 10.852 0.000 0.005 10.852 10.854 10.856 10.858
mu[752] 10.764 0.000 0.004 10.765 10.767 10.768 10.770
mu[753] 10.989 0.000 0.005 10.989 10.991 10.993 10.995
mu[754] 11.286 0.000 0.012 11.286 11.292 11.296 11.301
mu[755] 11.551 0.000 0.005 11.551 11.553 11.555 11.557
mu[756] 11.214 0.000 0.006 11.214 11.216 11.219 11.222
mu[757] 10.614 0.000 0.006 10.614 10.617 10.619 10.621
mu[758] 10.487 0.000 0.006 10.487 10.490 10.492 10.495
mu[759] 10.718 0.000 0.005 10.718 10.720 10.722 10.725
mu[760] 10.441 0.000 0.006 10.441 10.443 10.446 10.448
mu[761] 10.571 0.000 0.005 10.571 10.573 10.575 10.577
mu[762] 10.987 0.000 0.010 10.987 10.992 10.997 11.001
mu[763] 10.503 0.000 0.006 10.503 10.506 10.508 10.511
mu[764] 10.448 0.000 0.004 10.448 10.450 10.452 10.454
mu[765] 10.203 0.000 0.006 10.203 10.205 10.208 10.210
mu[766] 10.326 0.000 0.006 10.326 10.328 10.331 10.333
mu[767] 10.123 0.000 0.009 10.123 10.126 10.130 10.134
mu[768] 10.300 0.000 0.004 10.300 10.302 10.304 10.306
mu[769] 10.267 0.000 0.004 10.267 10.269 10.271 10.273
mu[770] 10.093 0.000 0.005 10.093 10.095 10.097 10.099
mu[771] 10.254 0.000 0.006 10.254 10.257 10.260 10.262
mu[772] 10.221 0.000 0.005 10.221 10.223 10.225 10.227
mu[773] 10.212 0.000 0.005 10.212 10.214 10.216 10.218
mu[774] 10.811 0.000 0.006 10.811 10.814 10.817 10.819
mu[775] 10.622 0.000 0.006 10.622 10.625 10.627 10.630
mu[776] 10.299 0.000 0.006 10.299 10.301 10.304 10.306
mu[777] 10.176 0.000 0.007 10.176 10.179 10.182 10.186
mu[778] 9.874 0.000 0.005 9.874 9.876 9.878 9.880
mu[779] 10.391 0.000 0.009 10.391 10.395 10.399 10.403
mu[780] 10.281 0.000 0.008 10.281 10.284 10.287 10.290
mu[781] 10.005 0.000 0.005 10.005 10.007 10.009 10.012
mu[782] 10.140 0.000 0.004 10.140 10.142 10.144 10.146
mu[783] 9.921 0.000 0.007 9.921 9.924 9.926 9.930
mu[784] 9.900 0.000 0.006 9.900 9.902 9.905 9.907
mu[785] 9.657 0.000 0.005 9.657 9.660 9.662 9.664
mu[786] 9.618 0.000 0.007 9.618 9.621 9.624 9.627
mu[787] 9.558 0.000 0.006 9.558 9.561 9.563 9.566
mu[788] 10.010 0.000 0.008 10.010 10.013 10.016 10.020
mu[789] 10.480 0.000 0.005 10.480 10.482 10.484 10.486
mu[790] 10.300 0.000 0.005 10.300 10.302 10.304 10.306
mu[791] 10.047 0.000 0.006 10.047 10.049 10.052 10.055
mu[792] 10.101 0.000 0.005 10.101 10.104 10.106 10.108
mu[793] 10.020 0.000 0.006 10.020 10.023 10.025 10.028
mu[794] 10.586 0.000 0.006 10.586 10.588 10.591 10.593
mu[795] 10.464 0.000 0.007 10.464 10.467 10.470 10.473
mu[796] 10.173 0.000 0.007 10.173 10.176 10.178 10.181
mu[797] 10.040 0.000 0.008 10.040 10.043 10.046 10.050
mu[798] 10.338 0.000 0.010 10.338 10.342 10.346 10.350
mu[799] 10.450 0.000 0.007 10.451 10.453 10.456 10.459
mu[800] 10.343 0.000 0.005 10.343 10.345 10.347 10.349
mu[801] 10.358 0.000 0.004 10.358 10.360 10.361 10.363
mu[802] 9.884 0.000 0.005 9.883 9.886 9.888 9.891
mu[803] 9.940 0.000 0.006 9.940 9.943 9.945 9.948
mu[804] 10.364 0.000 0.005 10.364 10.367 10.369 10.371
mu[805] 10.210 0.000 0.005 10.210 10.213 10.215 10.217
mu[806] 10.256 0.000 0.008 10.256 10.259 10.262 10.266
mu[807] 10.321 0.000 0.005 10.321 10.323 10.325 10.327
mu[808] 10.256 0.000 0.004 10.256 10.258 10.260 10.262
mu[809] 10.216 0.000 0.006 10.216 10.219 10.221 10.224
mu[810] 10.591 0.000 0.006 10.591 10.593 10.595 10.598
mu[811] 10.015 0.000 0.007 10.015 10.018 10.021 10.025
mu[812] 9.550 0.000 0.005 9.550 9.552 9.554 9.556
mu[813] 9.822 0.000 0.006 9.822 9.825 9.827 9.830
mu[814] 10.147 0.000 0.006 10.146 10.149 10.152 10.155
mu[815] 9.865 0.000 0.006 9.865 9.868 9.870 9.872
mu[816] 10.124 0.000 0.005 10.124 10.127 10.129 10.131
mu[817] 9.661 0.000 0.010 9.661 9.665 9.669 9.673
mu[818] 9.606 0.000 0.005 9.606 9.608 9.610 9.613
mu[819] 9.635 0.000 0.005 9.635 9.637 9.639 9.641
mu[820] 9.464 0.000 0.005 9.464 9.466 9.469 9.471
mu[821] 9.416 0.000 0.009 9.417 9.420 9.424 9.428
mu[822] 9.669 0.000 0.005 9.669 9.671 9.673 9.676
mu[823] 9.615 0.000 0.005 9.615 9.617 9.620 9.622
mu[824] 9.466 0.000 0.006 9.466 9.468 9.471 9.473
mu[825] 9.253 0.000 0.005 9.253 9.255 9.257 9.260
mu[826] 9.736 0.000 0.005 9.736 9.738 9.740 9.742
mu[827] 9.780 0.000 0.006 9.780 9.782 9.785 9.787
mu[828] 9.520 0.000 0.005 9.520 9.522 9.524 9.526
mu[829] 9.491 0.000 0.005 9.491 9.493 9.496 9.498
mu[830] 9.668 0.000 0.005 9.668 9.670 9.672 9.675
mu[831] 9.654 0.000 0.005 9.654 9.656 9.658 9.660
mu[832] 9.888 0.000 0.008 9.888 9.892 9.895 9.898
mu[833] 9.855 0.000 0.005 9.854 9.857 9.858 9.860
mu[834] 9.998 0.000 0.005 9.998 10.000 10.002 10.004
mu[835] 10.104 0.000 0.008 10.103 10.107 10.110 10.113
mu[836] 10.120 0.000 0.005 10.120 10.122 10.124 10.126
mu[837] 10.177 0.000 0.008 10.177 10.180 10.183 10.187
mu[838] 10.062 0.000 0.004 10.062 10.064 10.065 10.067
mu[839] 9.843 0.000 0.005 9.843 9.845 9.847 9.849
mu[840] 9.827 0.000 0.006 9.827 9.830 9.832 9.835
mu[841] 10.115 0.000 0.011 10.115 10.120 10.124 10.129
mu[842] 11.548 0.000 0.012 11.548 11.554 11.559 11.564
mu[843] 11.210 0.000 0.010 11.210 11.214 11.218 11.223
mu[844] 11.430 0.000 0.008 11.430 11.433 11.436 11.440
mu[845] 11.343 0.000 0.008 11.343 11.347 11.351 11.354
mu[846] 11.570 0.000 0.006 11.570 11.573 11.575 11.578
mu[847] 11.931 0.000 0.010 11.931 11.936 11.940 11.944
mu[848] 11.929 0.000 0.004 11.929 11.931 11.933 11.935
mu[849] 11.742 0.000 0.004 11.742 11.744 11.746 11.747
mu[850] 11.916 0.000 0.005 11.916 11.918 11.920 11.923
mu[851] 11.992 0.000 0.008 11.992 11.995 11.998 12.002
mu[852] 12.125 0.000 0.007 12.125 12.128 12.131 12.134
mu[853] 11.999 0.000 0.004 11.999 12.001 12.003 12.004
mu[854] 12.105 0.000 0.004 12.105 12.107 12.109 12.111
mu[855] 12.013 0.000 0.004 12.013 12.015 12.017 12.018
mu[856] 12.048 0.000 0.006 12.048 12.050 12.053 12.055
mu[857] 12.032 0.000 0.007 12.032 12.035 12.038 12.041
mu[858] 12.517 0.000 0.010 12.517 12.521 12.525 12.529
mu[859] 11.991 0.000 0.009 11.991 11.995 11.998 12.002
mu[860] 12.046 0.000 0.005 12.046 12.048 12.051 12.053
mu[861] 12.012 0.000 0.005 12.012 12.015 12.017 12.019
mu[862] 12.272 0.000 0.007 12.272 12.275 12.278 12.281
mu[863] 12.290 0.000 0.006 12.290 12.292 12.295 12.297
mu[864] 12.192 0.000 0.005 12.192 12.194 12.196 12.198
mu[865] 11.610 0.000 0.011 11.610 11.614 11.619 11.623
mu[866] 11.882 0.000 0.006 11.882 11.885 11.887 11.890
mu[867] 12.160 0.000 0.007 12.160 12.164 12.167 12.170
mu[868] 12.093 0.000 0.008 12.093 12.096 12.099 12.103
mu[869] 11.738 0.000 0.005 11.738 11.740 11.742 11.745
mu[870] 11.807 0.000 0.006 11.807 11.810 11.813 11.815
mu[871] 12.588 0.000 0.006 12.588 12.591 12.593 12.596
mu[872] 12.604 0.000 0.005 12.604 12.606 12.608 12.610
mu[873] 12.567 0.000 0.004 12.567 12.569 12.570 12.572
mu[874] 12.727 0.000 0.005 12.727 12.729 12.731 12.733
mu[875] 12.488 0.000 0.004 12.488 12.490 12.491 12.493
mu[876] 12.450 0.000 0.005 12.450 12.453 12.455 12.457
mu[877] 12.345 0.000 0.004 12.345 12.347 12.349 12.350
mu[878] 12.387 0.000 0.004 12.387 12.389 12.390 12.392
mu[879] 12.357 0.000 0.005 12.357 12.359 12.361 12.363
mu[880] 12.163 0.000 0.004 12.163 12.165 12.166 12.168
mu[881] 11.873 0.000 0.005 11.873 11.876 11.878 11.880
mu[882] 12.003 0.000 0.005 12.003 12.006 12.008 12.010
mu[883] 11.841 0.000 0.005 11.841 11.843 11.844 11.846
mu[884] 11.872 0.000 0.004 11.872 11.874 11.876 11.878
mu[885] 11.815 0.000 0.009 11.815 11.819 11.822 11.827
mu[886] 11.900 0.000 0.005 11.900 11.902 11.904 11.906
mu[887] 11.760 0.000 0.004 11.760 11.762 11.764 11.766
mu[888] 12.009 0.000 0.005 12.009 12.011 12.013 12.015
mu[889] 11.730 0.000 0.004 11.730 11.732 11.734 11.736
mu[890] 11.445 0.000 0.008 11.445 11.448 11.452 11.455
mu[891] 11.507 0.000 0.006 11.507 11.510 11.512 11.515
mu[892] 11.281 0.000 0.005 11.281 11.283 11.285 11.287
mu[893] 11.000 0.000 0.008 11.000 11.004 11.007 11.011
mu[894] 10.416 0.000 0.006 10.416 10.419 10.421 10.424
mu[895] 10.108 0.000 0.004 10.108 10.110 10.111 10.113
mu[896] 9.889 0.000 0.006 9.889 9.892 9.894 9.897
mu[897] 9.929 0.000 0.005 9.929 9.931 9.934 9.936
mu[898] 9.635 0.000 0.007 9.635 9.638 9.640 9.643
mu[899] 9.786 0.000 0.005 9.786 9.788 9.790 9.792
mu[900] 9.748 0.000 0.006 9.749 9.751 9.754 9.756
mu[901] 9.649 0.000 0.007 9.649 9.652 9.655 9.658
mu[902] 9.723 0.000 0.006 9.723 9.726 9.728 9.731
mu[903] 9.855 0.000 0.006 9.855 9.858 9.860 9.863
mu[904] 9.832 0.000 0.005 9.832 9.834 9.836 9.838
mu[905] 9.711 0.000 0.006 9.711 9.714 9.716 9.719
mu[906] 9.990 0.000 0.007 9.990 9.994 9.997 10.000
mu[907] 9.616 0.000 0.006 9.616 9.618 9.621 9.623
mu[908] 9.580 0.000 0.006 9.580 9.582 9.585 9.588
mu[909] 9.336 0.000 0.007 9.336 9.339 9.342 9.345
mu[910] 9.344 0.000 0.006 9.344 9.347 9.349 9.351
mu[911] 9.314 0.000 0.005 9.314 9.317 9.319 9.321
mu[912] 9.768 0.000 0.007 9.768 9.771 9.774 9.777
mu[913] 9.542 0.000 0.006 9.542 9.544 9.546 9.549
mu[914] 9.255 0.000 0.009 9.255 9.259 9.262 9.266
mu[915] 9.698 0.000 0.006 9.698 9.701 9.704 9.706
mu[916] 9.555 0.000 0.006 9.555 9.558 9.560 9.563
mu[917] 9.503 0.000 0.005 9.503 9.505 9.507 9.509
mu[918] 9.375 0.000 0.005 9.374 9.377 9.379 9.381
mu[919] 9.375 0.000 0.005 9.375 9.377 9.380 9.382
mu[920] 9.032 0.000 0.007 9.033 9.036 9.038 9.041
mu[921] 9.187 0.000 0.006 9.187 9.190 9.192 9.195
mu[922] 8.984 0.000 0.006 8.984 8.986 8.989 8.991
mu[923] 9.013 0.000 0.008 9.013 9.016 9.019 9.023
mu[924] 9.284 0.000 0.007 9.284 9.287 9.290 9.293
mu[925] 9.268 0.000 0.006 9.268 9.271 9.273 9.275
mu[926] 9.228 0.000 0.005 9.228 9.230 9.232 9.234
mu[927] 9.267 0.000 0.006 9.267 9.270 9.273 9.275
mu[928] 9.556 0.000 0.005 9.556 9.558 9.560 9.562
mu[929] 9.290 0.000 0.006 9.290 9.293 9.295 9.298
mu[930] 9.850 0.000 0.012 9.851 9.856 9.860 9.865
mu[931] 9.897 0.000 0.005 9.897 9.899 9.901 9.904
mu[932] 9.759 0.000 0.006 9.759 9.761 9.764 9.766
mu[933] 9.566 0.000 0.005 9.566 9.568 9.570 9.573
mu[934] 9.420 0.000 0.006 9.420 9.423 9.425 9.428
mu[935] 9.417 0.000 0.006 9.417 9.420 9.422 9.425
mu[936] 9.730 0.000 0.010 9.731 9.735 9.739 9.743
mu[937] 9.887 0.000 0.006 9.887 9.890 9.892 9.895
mu[938] 9.544 0.000 0.005 9.544 9.546 9.548 9.550
mu[939] 9.541 0.000 0.007 9.541 9.543 9.546 9.549
mu[940] 9.391 0.000 0.006 9.391 9.393 9.396 9.399
mu[941] 9.374 0.000 0.005 9.374 9.377 9.379 9.381
mu[942] 9.355 0.000 0.005 9.355 9.357 9.359 9.361
mu[943] 9.541 0.000 0.007 9.541 9.544 9.547 9.550
mu[944] 9.196 0.000 0.006 9.196 9.198 9.200 9.203
mu[945] 9.199 0.000 0.009 9.199 9.203 9.206 9.210
mu[946] 9.208 0.000 0.006 9.208 9.210 9.213 9.216
mu[947] 8.826 0.000 0.007 8.826 8.829 8.832 8.835
mu[948] 8.777 0.000 0.005 8.777 8.780 8.782 8.784
mu[949] 8.458 0.000 0.008 8.458 8.462 8.465 8.469
mu[950] 8.271 0.000 0.006 8.271 8.273 8.276 8.278
mu[951] 8.134 0.000 0.009 8.134 8.138 8.141 8.145
mu[952] 8.478 0.000 0.009 8.478 8.482 8.485 8.489
mu[953] 8.169 0.000 0.015 8.169 8.176 8.182 8.189
mu[954] 8.445 0.000 0.008 8.445 8.449 8.452 8.456
mu[955] 8.492 0.000 0.007 8.492 8.495 8.498 8.501
mu[956] 8.440 0.000 0.010 8.440 8.444 8.448 8.452
mu[957] 8.385 0.000 0.007 8.385 8.387 8.390 8.393
mu[958] 8.365 0.000 0.007 8.365 8.368 8.371 8.374
mu[959] 8.214 0.000 0.006 8.213 8.216 8.219 8.222
mu[960] 8.556 0.000 0.006 8.556 8.559 8.562 8.564
mu[961] 8.997 0.000 0.008 8.997 9.001 9.004 9.008
mu[962] 8.688 0.000 0.006 8.688 8.691 8.693 8.696
mu[963] 8.738 0.000 0.007 8.738 8.741 8.744 8.747
mu[964] 8.614 0.000 0.006 8.614 8.616 8.619 8.621
mu[965] 9.142 0.000 0.008 9.142 9.145 9.149 9.152
mu[966] 9.176 0.000 0.005 9.176 9.178 9.180 9.182
mu[967] 9.308 0.000 0.006 9.308 9.311 9.313 9.316
mu[968] 9.296 0.000 0.006 9.296 9.299 9.301 9.304
mu[969] 9.359 0.000 0.005 9.359 9.362 9.364 9.366
mu[970] 9.515 0.000 0.006 9.515 9.517 9.519 9.522
mu[971] 9.987 0.000 0.007 9.987 9.991 9.994 9.997
mu[972] 10.047 0.000 0.005 10.046 10.049 10.051 10.053
mu[973] 10.383 0.000 0.005 10.383 10.385 10.387 10.389
mu[974] 10.458 0.000 0.008 10.458 10.462 10.465 10.468
mu[975] 10.516 0.000 0.004 10.516 10.518 10.520 10.521
mu[976] 10.463 0.000 0.010 10.463 10.468 10.472 10.476
mu[977] 10.438 0.000 0.005 10.438 10.441 10.443 10.445
mu[978] 10.393 0.000 0.005 10.393 10.395 10.397 10.399
mu[979] 11.041 0.000 0.009 11.041 11.045 11.049 11.053
mu[980] 11.043 0.000 0.004 11.043 11.045 11.047 11.049
mu[981] 11.076 0.000 0.005 11.076 11.078 11.080 11.083
mu[982] 11.378 0.000 0.009 11.378 11.382 11.385 11.389
mu[983] 11.539 0.000 0.004 11.539 11.541 11.542 11.544
mu[984] 11.501 0.000 0.004 11.501 11.503 11.505 11.507
mu[985] 11.765 0.000 0.006 11.765 11.767 11.770 11.773
mu[986] 11.702 0.000 0.004 11.702 11.704 11.706 11.708
mu[987] 11.666 0.000 0.004 11.666 11.668 11.670 11.672
mu[988] 11.632 0.000 0.007 11.633 11.636 11.638 11.641
mu[989] 12.166 0.000 0.011 12.166 12.171 12.175 12.180
mu[990] 12.805 0.000 0.007 12.805 12.809 12.812 12.815
mu[991] 12.833 0.000 0.009 12.833 12.837 12.841 12.845
mu[992] 12.721 0.000 0.004 12.721 12.723 12.725 12.727
mu[993] 12.616 0.000 0.005 12.616 12.618 12.620 12.622
mu[994] 12.653 0.000 0.005 12.653 12.655 12.658 12.660
mu[995] 12.596 0.000 0.005 12.595 12.598 12.600 12.602
mu[996] 12.361 0.000 0.006 12.361 12.364 12.367 12.369
mu[997] 12.420 0.000 0.005 12.420 12.422 12.424 12.426
mu[998] 12.146 0.000 0.004 12.146 12.148 12.149 12.151
mu[999] 12.105 0.000 0.006 12.105 12.107 12.110 12.112
mu[1000] 12.277 0.000 0.005 12.277 12.279 12.281 12.283
mu[1001] 12.250 0.000 0.007 12.250 12.253 12.256 12.258
mu[1002] 11.833 0.000 0.006 11.833 11.835 11.838 11.840
mu[1003] 12.251 0.000 0.007 12.251 12.254 12.257 12.260
mu[1004] 12.023 0.000 0.004 12.023 12.025 12.026 12.028
mu[1005] 11.732 0.000 0.005 11.732 11.734 11.736 11.739
mu[1006] 11.729 0.000 0.008 11.729 11.733 11.736 11.740
mu[1007] 11.924 0.000 0.008 11.924 11.927 11.931 11.934
mu[1008] 11.612 0.000 0.010 11.611 11.616 11.620 11.624
mu[1009] 11.568 0.000 0.004 11.568 11.570 11.572 11.574
mu[1010] 11.466 0.000 0.004 11.466 11.468 11.469 11.471
mu[1011] 11.292 0.000 0.004 11.292 11.293 11.295 11.297
mu[1012] 10.552 0.000 0.020 10.552 10.561 10.569 10.578
mu[1013] 10.387 0.000 0.004 10.387 10.389 10.390 10.392
mu[1014] 10.429 0.000 0.005 10.429 10.431 10.433 10.435
mu[1015] 10.351 0.000 0.004 10.351 10.353 10.355 10.357
mu[1016] 10.269 0.000 0.005 10.269 10.271 10.274 10.276
mu[1017] 10.201 0.000 0.005 10.201 10.203 10.205 10.207
mu[1018] 10.274 0.000 0.012 10.274 10.279 10.284 10.290
mu[1019] 10.536 0.000 0.016 10.536 10.543 10.550 10.556
mu[1020] 10.788 0.000 0.007 10.788 10.791 10.794 10.797
mu[1021] 11.094 0.000 0.005 11.094 11.096 11.098 11.101
mu[1022] 11.074 0.000 0.005 11.074 11.077 11.078 11.081
mu[1023] 10.725 0.000 0.005 10.725 10.727 10.729 10.731
mu[1024] 10.795 0.000 0.005 10.795 10.797 10.799 10.801
mu[1025] 11.306 0.000 0.006 11.306 11.308 11.311 11.313
mu[1026] 10.700 0.000 0.012 10.700 10.706 10.711 10.716
mu[1027] 10.703 0.000 0.005 10.703 10.706 10.707 10.710
mu[1028] 10.523 0.000 0.007 10.523 10.526 10.529 10.532
mu[1029] 10.671 0.000 0.008 10.671 10.674 10.677 10.681
mu[1030] 10.573 0.000 0.007 10.573 10.576 10.579 10.582
mu[1031] 10.482 0.000 0.005 10.482 10.484 10.486 10.488
mu[1032] 10.577 0.000 0.005 10.577 10.579 10.581 10.583
mu[1033] 10.698 0.000 0.007 10.698 10.701 10.704 10.707
mu[1034] 10.771 0.000 0.004 10.771 10.773 10.774 10.776
mu[1035] 10.719 0.000 0.005 10.719 10.721 10.724 10.726
mu[1036] 10.652 0.000 0.004 10.652 10.654 10.656 10.658
mu[1037] 10.861 0.000 0.005 10.861 10.863 10.865 10.867
mu[1038] 11.290 0.000 0.009 11.290 11.294 11.298 11.302
mu[1039] 11.468 0.000 0.005 11.467 11.470 11.472 11.474
mu[1040] 11.454 0.000 0.005 11.454 11.456 11.458 11.461
mu[1041] 11.321 0.000 0.005 11.321 11.323 11.325 11.327
mu[1042] 10.928 0.000 0.006 10.928 10.931 10.933 10.936
mu[1043] 10.887 0.000 0.004 10.887 10.889 10.891 10.893
mu[1044] 10.736 0.000 0.006 10.736 10.739 10.741 10.744
mu[1045] 10.969 0.000 0.010 10.969 10.974 10.978 10.982
mu[1046] 10.808 0.000 0.004 10.808 10.810 10.812 10.814
mu[1047] 10.693 0.000 0.007 10.693 10.696 10.699 10.702
mu[1048] 10.674 0.000 0.005 10.674 10.676 10.678 10.680
mu[1049] 10.589 0.000 0.005 10.589 10.591 10.593 10.595
mu[1050] 10.586 0.000 0.005 10.586 10.588 10.590 10.592
mu[1051] 10.805 0.000 0.005 10.805 10.807 10.810 10.812
mu[1052] 10.576 0.000 0.005 10.576 10.578 10.580 10.582
mu[1053] 10.225 0.000 0.005 10.225 10.227 10.229 10.232
mu[1054] 10.162 0.000 0.007 10.162 10.165 10.167 10.170
mu[1055] 10.127 0.000 0.005 10.127 10.129 10.131 10.133
mu[1056] 9.869 0.000 0.008 9.869 9.873 9.876 9.879
mu[1057] 10.072 0.000 0.007 10.072 10.075 10.078 10.081
mu[1058] 10.049 0.000 0.005 10.049 10.052 10.054 10.056
mu[1059] 9.731 0.000 0.005 9.731 9.733 9.735 9.737
mu[1060] 9.406 0.000 0.007 9.406 9.409 9.412 9.415
mu[1061] 8.775 0.000 0.007 8.775 8.778 8.781 8.783
mu[1062] 8.617 0.000 0.008 8.617 8.621 8.624 8.627
mu[1063] 8.896 0.000 0.006 8.896 8.899 8.901 8.903
mu[1064] 9.218 0.000 0.009 9.218 9.222 9.225 9.229
mu[1065] 9.184 0.000 0.005 9.184 9.186 9.188 9.191
mu[1066] 8.733 0.000 0.006 8.733 8.736 8.738 8.741
mu[1067] 8.710 0.000 0.005 8.710 8.712 8.715 8.717
mu[1068] 9.454 0.000 0.016 9.453 9.461 9.467 9.474
mu[1069] 9.440 0.000 0.005 9.440 9.443 9.445 9.447
mu[1070] 9.528 0.000 0.006 9.528 9.531 9.534 9.536
mu[1071] 9.421 0.000 0.006 9.421 9.424 9.427 9.429
mu[1072] 8.967 0.000 0.007 8.968 8.971 8.973 8.976
mu[1073] 8.782 0.000 0.005 8.782 8.784 8.786 8.789
mu[1074] 8.965 0.000 0.006 8.965 8.968 8.970 8.973
mu[1075] 9.087 0.000 0.008 9.087 9.090 9.093 9.097
mu[1076] 9.467 0.000 0.008 9.467 9.471 9.474 9.477
mu[1077] 9.327 0.000 0.006 9.327 9.329 9.331 9.334
mu[1078] 9.060 0.000 0.006 9.060 9.062 9.065 9.067
mu[1079] 8.978 0.000 0.007 8.978 8.982 8.984 8.987
mu[1080] 8.638 0.000 0.007 8.638 8.641 8.644 8.647
mu[1081] 8.881 0.000 0.005 8.881 8.883 8.885 8.887
mu[1082] 8.872 0.000 0.005 8.872 8.875 8.877 8.879
mu[1083] 9.104 0.000 0.009 9.104 9.108 9.112 9.116
mu[1084] 9.113 0.000 0.006 9.113 9.116 9.118 9.120
mu[1085] 8.928 0.000 0.006 8.928 8.930 8.933 8.935
mu[1086] 8.850 0.000 0.007 8.850 8.853 8.856 8.860
mu[1087] 8.679 0.000 0.006 8.679 8.682 8.684 8.687
mu[1088] 8.561 0.000 0.007 8.561 8.564 8.567 8.570
mu[1089] 8.682 0.000 0.007 8.682 8.686 8.689 8.692
mu[1090] 8.473 0.000 0.006 8.473 8.476 8.478 8.481
mu[1091] 8.057 0.000 0.011 8.057 8.062 8.066 8.071
mu[1092] 7.777 0.000 0.009 7.777 7.781 7.785 7.788
mu[1093] 7.853 0.000 0.007 7.853 7.856 7.859 7.862
mu[1094] 7.791 0.000 0.006 7.791 7.794 7.796 7.799
mu[1095] 8.855 0.000 0.012 8.855 8.861 8.866 8.871
mu[1096] 8.996 0.000 0.007 8.996 8.999 9.002 9.005
mu[1097] 9.036 0.000 0.025 9.036 9.048 9.057 9.069
mu[1098] 8.897 0.000 0.006 8.897 8.899 8.902 8.905
mu[1099] 8.876 0.000 0.006 8.876 8.878 8.881 8.883
mu[1100] 8.763 0.000 0.007 8.763 8.766 8.769 8.772
mu[1101] 8.809 0.000 0.006 8.809 8.811 8.814 8.816
mu[1102] 8.760 0.000 0.008 8.760 8.764 8.768 8.771
mu[1103] 8.554 0.000 0.006 8.554 8.557 8.559 8.562
mu[1104] 8.566 0.000 0.008 8.566 8.570 8.573 8.576
mu[1105] 8.591 0.000 0.007 8.591 8.594 8.597 8.600
mu[1106] 8.405 0.000 0.006 8.405 8.408 8.410 8.413
mu[1107] 8.561 0.000 0.008 8.561 8.565 8.568 8.571
mu[1108] 8.394 0.000 0.006 8.394 8.397 8.399 8.402
mu[1109] 8.619 0.000 0.006 8.619 8.621 8.623 8.626
mu[1110] 9.000 0.000 0.006 9.000 9.002 9.004 9.007
mu[1111] 8.992 0.000 0.006 8.992 8.994 8.997 8.999
mu[1112] 8.772 0.000 0.006 8.772 8.775 8.777 8.780
mu[1113] 8.905 0.000 0.006 8.905 8.907 8.910 8.912
mu[1114] 8.821 0.000 0.008 8.821 8.825 8.828 8.831
mu[1115] 8.700 0.000 0.006 8.700 8.702 8.705 8.707
mu[1116] 8.910 0.000 0.006 8.910 8.913 8.915 8.918
mu[1117] 9.353 0.000 0.007 9.353 9.357 9.360 9.363
mu[1118] 8.559 0.000 0.015 8.559 8.566 8.572 8.579
mu[1119] 8.651 0.000 0.012 8.651 8.656 8.661 8.666
mu[1120] 8.442 0.000 0.006 8.442 8.444 8.447 8.449
mu[1121] 8.290 0.000 0.008 8.290 8.294 8.297 8.301
mu[1122] 8.681 0.000 0.006 8.681 8.684 8.686 8.689
mu[1123] 8.652 0.000 0.006 8.652 8.655 8.657 8.660
mu[1124] 8.531 0.000 0.006 8.531 8.534 8.537 8.539
mu[1125] 9.312 0.000 0.008 9.313 9.316 9.320 9.323
mu[1126] 9.285 0.000 0.008 9.285 9.289 9.292 9.296
mu[1127] 9.404 0.000 0.008 9.404 9.407 9.410 9.414
mu[1128] 9.353 0.000 0.006 9.353 9.356 9.358 9.361
mu[1129] 9.475 0.000 0.005 9.475 9.477 9.479 9.481
mu[1130] 9.487 0.000 0.005 9.487 9.489 9.492 9.494
mu[1131] 9.581 0.000 0.007 9.581 9.584 9.587 9.589
mu[1132] 9.406 0.000 0.005 9.406 9.409 9.411 9.413
mu[1133] 9.039 0.000 0.008 9.039 9.042 9.046 9.049
mu[1134] 9.084 0.000 0.006 9.084 9.087 9.089 9.091
mu[1135] 9.444 0.000 0.006 9.444 9.447 9.449 9.452
mu[1136] 9.486 0.000 0.005 9.486 9.488 9.490 9.493
mu[1137] 9.588 0.000 0.006 9.588 9.591 9.593 9.596
mu[1138] 9.539 0.000 0.005 9.539 9.541 9.543 9.546
mu[1139] 9.502 0.000 0.005 9.502 9.504 9.507 9.509
mu[1140] 9.364 0.000 0.006 9.364 9.367 9.369 9.372
mu[1141] 9.308 0.000 0.007 9.308 9.311 9.314 9.317
mu[1142] 9.201 0.000 0.005 9.201 9.203 9.206 9.208
mu[1143] 9.249 0.000 0.009 9.249 9.253 9.257 9.260
mu[1144] 9.287 0.000 0.006 9.287 9.289 9.292 9.294
mu[1145] 9.962 0.000 0.006 9.962 9.965 9.968 9.970
mu[1146] 9.876 0.000 0.007 9.876 9.879 9.882 9.885
mu[1147] 10.419 0.000 0.006 10.419 10.422 10.424 10.427
mu[1148] 10.004 0.000 0.006 10.004 10.007 10.009 10.012
mu[1149] 10.641 0.000 0.006 10.641 10.644 10.646 10.649
mu[1150] 10.403 0.000 0.005 10.403 10.405 10.407 10.409
mu[1151] 10.380 0.000 0.004 10.380 10.382 10.384 10.386
mu[1152] 10.318 0.000 0.004 10.318 10.320 10.322 10.324
mu[1153] 10.226 0.000 0.004 10.226 10.228 10.230 10.231
mu[1154] 10.508 0.000 0.004 10.508 10.510 10.512 10.514
mu[1155] 11.995 0.000 0.020 11.994 12.004 12.013 12.021
mu[1156] 11.222 0.000 0.009 11.222 11.226 11.230 11.235
mu[1157] 11.044 0.000 0.004 11.043 11.045 11.047 11.049
mu[1158] 11.170 0.000 0.006 11.170 11.173 11.175 11.177
mu[1159] 11.045 0.000 0.004 11.045 11.047 11.049 11.051
mu[1160] 10.982 0.000 0.005 10.982 10.984 10.986 10.988
mu[1161] 11.125 0.000 0.005 11.125 11.127 11.129 11.131
mu[1162] 10.966 0.000 0.004 10.966 10.968 10.970 10.972
mu[1163] 10.909 0.000 0.005 10.909 10.912 10.914 10.916
mu[1164] 10.989 0.000 0.006 10.989 10.992 10.995 10.998
mu[1165] 11.047 0.000 0.005 11.047 11.050 11.052 11.054
mu[1166] 11.042 0.000 0.004 11.041 11.044 11.045 11.047
mu[1167] 11.206 0.000 0.007 11.206 11.209 11.211 11.214
mu[1168] 10.851 0.000 0.004 10.851 10.853 10.855 10.857
mu[1169] 10.677 0.000 0.004 10.677 10.678 10.680 10.682
mu[1170] 10.562 0.000 0.008 10.562 10.565 10.568 10.571
mu[1171] 10.367 0.000 0.008 10.367 10.370 10.374 10.377
mu[1172] 9.946 0.000 0.007 9.946 9.949 9.952 9.955
mu[1173] 10.261 0.000 0.005 10.261 10.263 10.265 10.267
mu[1174] 10.152 0.000 0.004 10.152 10.154 10.156 10.158
mu[1175] 10.126 0.000 0.005 10.126 10.128 10.130 10.133
mu[1176] 10.191 0.000 0.005 10.191 10.193 10.195 10.198
mu[1177] 9.993 0.000 0.005 9.993 9.995 9.997 9.999
mu[1178] 9.469 0.000 0.013 9.469 9.475 9.480 9.486
mu[1179] 9.626 0.000 0.006 9.626 9.629 9.632 9.634
mu[1180] 9.712 0.000 0.006 9.712 9.715 9.717 9.720
mu[1181] 9.633 0.000 0.005 9.633 9.635 9.637 9.639
mu[1182] 9.571 0.000 0.005 9.571 9.573 9.575 9.577
mu[1183] 9.493 0.000 0.005 9.493 9.496 9.498 9.501
mu[1184] 9.971 0.000 0.006 9.971 9.973 9.976 9.978
mu[1185] 10.058 0.000 0.005 10.058 10.060 10.062 10.065
mu[1186] 9.933 0.000 0.007 9.933 9.936 9.939 9.942
mu[1187] 9.714 0.000 0.005 9.714 9.716 9.718 9.720
mu[1188] 10.213 0.000 0.007 10.213 10.216 10.219 10.222
mu[1189] 10.294 0.000 0.005 10.294 10.296 10.298 10.301
mu[1190] 10.064 0.000 0.005 10.064 10.066 10.068 10.070
mu[1191] 10.198 0.000 0.005 10.198 10.200 10.203 10.205
mu[1192] 10.026 0.000 0.005 10.026 10.028 10.030 10.033
mu[1193] 10.304 0.000 0.005 10.304 10.306 10.308 10.310
mu[1194] 10.445 0.000 0.005 10.445 10.448 10.450 10.452
mu[1195] 10.217 0.000 0.004 10.217 10.219 10.221 10.223
mu[1196] 11.379 0.000 0.009 11.379 11.383 11.386 11.390
mu[1197] 11.516 0.000 0.004 11.516 11.518 11.519 11.521
mu[1198] 11.303 0.000 0.004 11.303 11.305 11.307 11.308
mu[1199] 11.387 0.000 0.005 11.387 11.389 11.391 11.393
mu[1200] 11.487 0.000 0.004 11.487 11.489 11.491 11.493
mu[1201] 11.284 0.000 0.005 11.284 11.286 11.288 11.291
mu[1202] 11.103 0.000 0.004 11.103 11.105 11.107 11.109
mu[1203] 11.220 0.000 0.005 11.220 11.222 11.224 11.226
mu[1204] 11.022 0.000 0.004 11.022 11.024 11.026 11.028
mu[1205] 11.006 0.000 0.005 11.006 11.008 11.010 11.012
mu[1206] 11.054 0.000 0.005 11.054 11.057 11.059 11.061
mu[1207] 10.910 0.000 0.004 10.910 10.912 10.913 10.915
mu[1208] 10.862 0.000 0.004 10.862 10.864 10.866 10.867
mu[1209] 11.006 0.000 0.005 11.006 11.008 11.010 11.013
mu[1210] 10.954 0.000 0.004 10.954 10.956 10.957 10.959
mu[1211] 10.540 0.000 0.005 10.540 10.543 10.545 10.547
mu[1212] 10.646 0.000 0.008 10.646 10.649 10.653 10.656
mu[1213] 10.590 0.000 0.005 10.590 10.592 10.594 10.596
mu[1214] 10.578 0.000 0.004 10.578 10.580 10.582 10.584
mu[1215] 11.091 0.000 0.010 11.091 11.096 11.100 11.104
mu[1216] 11.064 0.000 0.006 11.064 11.067 11.069 11.072
mu[1217] 10.740 0.000 0.006 10.740 10.742 10.744 10.747
mu[1218] 10.695 0.000 0.004 10.695 10.696 10.698 10.700
mu[1219] 9.836 0.000 0.013 9.836 9.842 9.847 9.853
mu[1220] 9.530 0.000 0.008 9.530 9.533 9.536 9.540
mu[1221] 10.018 0.000 0.009 10.018 10.022 10.026 10.030
mu[1222] 10.430 0.000 0.009 10.430 10.434 10.438 10.442
mu[1223] 9.823 0.000 0.005 9.823 9.825 9.828 9.830
mu[1224] 10.019 0.000 0.005 10.019 10.021 10.023 10.025
mu[1225] 9.841 0.000 0.005 9.841 9.844 9.846 9.848
mu[1226] 9.916 0.000 0.005 9.916 9.918 9.920 9.922
mu[1227] 10.240 0.000 0.005 10.240 10.243 10.245 10.247
mu[1228] 10.269 0.000 0.004 10.269 10.271 10.273 10.275
mu[1229] 10.056 0.000 0.004 10.056 10.058 10.060 10.062
mu[1230] 9.934 0.000 0.006 9.934 9.937 9.940 9.942
mu[1231] 9.736 0.000 0.006 9.736 9.739 9.741 9.744
mu[1232] 9.695 0.000 0.005 9.695 9.697 9.700 9.702
mu[1233] 9.568 0.000 0.007 9.568 9.571 9.574 9.577
mu[1234] 9.532 0.000 0.007 9.532 9.535 9.538 9.541
mu[1235] 9.438 0.000 0.007 9.438 9.441 9.444 9.447
mu[1236] 9.244 0.000 0.005 9.244 9.247 9.249 9.251
mu[1237] 9.357 0.000 0.005 9.357 9.360 9.362 9.365
mu[1238] 9.072 0.000 0.011 9.072 9.077 9.082 9.087
mu[1239] 9.298 0.000 0.009 9.298 9.302 9.306 9.310
mu[1240] 9.093 0.000 0.007 9.093 9.096 9.098 9.101
mu[1241] 9.060 0.000 0.006 9.060 9.062 9.065 9.068
mu[1242] 9.240 0.000 0.005 9.240 9.242 9.244 9.246
mu[1243] 9.277 0.000 0.005 9.277 9.280 9.282 9.284
mu[1244] 8.993 0.000 0.006 8.993 8.996 8.998 9.001
mu[1245] 8.865 0.000 0.006 8.865 8.868 8.870 8.873
mu[1246] 9.076 0.000 0.010 9.076 9.080 9.084 9.088
mu[1247] 8.967 0.000 0.007 8.967 8.970 8.973 8.976
mu[1248] 8.755 0.000 0.007 8.755 8.758 8.761 8.764
mu[1249] 8.680 0.000 0.007 8.680 8.683 8.686 8.689
mu[1250] 8.445 0.000 0.006 8.444 8.447 8.450 8.453
mu[1251] 8.281 0.000 0.006 8.281 8.284 8.286 8.289
mu[1252] 8.292 0.000 0.007 8.292 8.296 8.299 8.302
mu[1253] 8.222 0.000 0.006 8.222 8.225 8.227 8.230
mu[1254] 8.416 0.000 0.006 8.416 8.419 8.421 8.424
mu[1255] 8.251 0.000 0.008 8.251 8.255 8.258 8.261
mu[1256] 8.294 0.000 0.007 8.294 8.297 8.300 8.303
mu[1257] 9.393 0.000 0.005 9.393 9.396 9.398 9.400
mu[1258] 9.565 0.000 0.006 9.565 9.567 9.570 9.572
mu[1259] 9.370 0.000 0.006 9.370 9.372 9.375 9.377
mu[1260] 9.465 0.000 0.005 9.465 9.467 9.470 9.472
mu[1261] 9.215 0.000 0.008 9.215 9.218 9.221 9.225
mu[1262] 8.789 0.000 0.007 8.789 8.792 8.795 8.798
mu[1263] 9.055 0.000 0.007 9.055 9.058 9.061 9.065
mu[1264] 9.338 0.000 0.007 9.338 9.342 9.345 9.348
mu[1265] 9.037 0.000 0.006 9.037 9.040 9.042 9.045
mu[1266] 8.845 0.000 0.006 8.845 8.848 8.850 8.853
mu[1267] 8.947 0.000 0.011 8.947 8.952 8.957 8.962
mu[1268] 8.851 0.000 0.006 8.851 8.854 8.856 8.859
mu[1269] 8.865 0.000 0.006 8.865 8.868 8.870 8.872
mu[1270] 9.080 0.000 0.007 9.080 9.084 9.087 9.090
mu[1271] 9.132 0.000 0.006 9.132 9.135 9.137 9.140
mu[1272] 9.161 0.000 0.006 9.161 9.163 9.165 9.168
mu[1273] 9.255 0.000 0.005 9.255 9.257 9.259 9.262
mu[1274] 9.392 0.000 0.006 9.392 9.394 9.397 9.400
mu[1275] 9.340 0.000 0.005 9.340 9.342 9.344 9.347
mu[1276] 9.379 0.000 0.005 9.379 9.381 9.383 9.385
mu[1277] 9.268 0.000 0.005 9.268 9.271 9.273 9.275
mu[1278] 9.218 0.000 0.005 9.218 9.220 9.222 9.225
mu[1279] 9.102 0.000 0.008 9.102 9.105 9.108 9.112
mu[1280] 8.671 0.000 0.008 8.671 8.675 8.678 8.681
mu[1281] 8.533 0.000 0.008 8.533 8.536 8.539 8.543
mu[1282] 8.866 0.000 0.010 8.866 8.871 8.875 8.879
mu[1283] 8.588 0.000 0.007 8.588 8.591 8.594 8.597
mu[1284] 8.445 0.000 0.009 8.445 8.449 8.452 8.456
mu[1285] 8.585 0.000 0.006 8.585 8.587 8.590 8.593
mu[1286] 8.217 0.000 0.007 8.217 8.219 8.222 8.225
mu[1287] 8.015 0.000 0.007 8.015 8.018 8.021 8.024
mu[1288] 9.180 0.000 0.010 9.180 9.185 9.189 9.193
mu[1289] 8.957 0.000 0.007 8.957 8.960 8.963 8.966
mu[1290] 8.920 0.000 0.007 8.920 8.923 8.926 8.929
mu[1291] 8.992 0.000 0.006 8.992 8.994 8.997 8.999
mu[1292] 8.830 0.000 0.006 8.830 8.833 8.835 8.838
mu[1293] 8.508 0.000 0.007 8.508 8.511 8.514 8.518
mu[1294] 8.447 0.000 0.010 8.447 8.451 8.455 8.460
mu[1295] 8.339 0.000 0.006 8.338 8.341 8.344 8.346
mu[1296] 8.172 0.000 0.007 8.171 8.174 8.177 8.180
mu[1297] 8.102 0.000 0.006 8.102 8.105 8.108 8.110
mu[1298] 8.090 0.000 0.007 8.090 8.093 8.096 8.099
mu[1299] 7.787 0.000 0.007 7.787 7.790 7.793 7.796
mu[1300] 7.987 0.000 0.008 7.987 7.990 7.994 7.997
mu[1301] 7.700 0.000 0.007 7.700 7.703 7.706 7.709
mu[1302] 7.876 0.000 0.008 7.876 7.879 7.882 7.886
mu[1303] 7.903 0.000 0.006 7.903 7.906 7.908 7.911
mu[1304] 7.929 0.000 0.006 7.928 7.931 7.934 7.937
mu[1305] 7.932 0.000 0.006 7.932 7.935 7.937 7.940
mu[1306] 8.267 0.000 0.013 8.267 8.273 8.278 8.284
mu[1307] 8.073 0.000 0.010 8.073 8.078 8.082 8.086
mu[1308] 8.007 0.000 0.008 8.007 8.011 8.014 8.018
mu[1309] 8.036 0.000 0.007 8.036 8.039 8.042 8.045
mu[1310] 8.309 0.000 0.008 8.309 8.313 8.316 8.320
mu[1311] 7.815 0.000 0.013 7.815 7.821 7.826 7.832
mu[1312] 8.392 0.000 0.007 8.392 8.395 8.398 8.401
mu[1313] 8.282 0.000 0.007 8.282 8.284 8.287 8.290
mu[1314] 8.392 0.000 0.010 8.392 8.397 8.401 8.405
mu[1315] 8.309 0.000 0.006 8.309 8.311 8.314 8.317
mu[1316] 8.227 0.000 0.007 8.227 8.230 8.233 8.236
mu[1317] 8.427 0.000 0.011 8.427 8.432 8.436 8.441
mu[1318] 8.424 0.000 0.006 8.424 8.427 8.429 8.432
mu[1319] 9.486 0.000 0.005 9.486 9.488 9.490 9.493
mu[1320] 9.692 0.000 0.006 9.692 9.695 9.698 9.701
mu[1321] 9.540 0.000 0.005 9.540 9.542 9.544 9.546
mu[1322] 9.633 0.000 0.005 9.633 9.635 9.638 9.640
mu[1323] 9.526 0.000 0.005 9.526 9.528 9.531 9.533
mu[1324] 9.592 0.000 0.005 9.592 9.595 9.597 9.599
mu[1325] 10.055 0.000 0.005 10.055 10.057 10.059 10.061
mu[1326] 9.753 0.000 0.005 9.753 9.755 9.758 9.760
mu[1327] 9.647 0.000 0.005 9.647 9.649 9.651 9.653
mu[1328] 9.622 0.000 0.007 9.622 9.626 9.628 9.631
mu[1329] 9.503 0.000 0.005 9.503 9.505 9.507 9.509
mu[1330] 9.700 0.000 0.006 9.700 9.702 9.705 9.707
mu[1331] 10.028 0.000 0.006 10.028 10.031 10.033 10.036
mu[1332] 9.817 0.000 0.007 9.817 9.820 9.823 9.826
mu[1333] 9.653 0.000 0.006 9.653 9.656 9.658 9.661
mu[1334] 9.595 0.000 0.007 9.595 9.598 9.601 9.604
mu[1335] 9.447 0.000 0.005 9.447 9.449 9.451 9.454
mu[1336] 9.844 0.000 0.009 9.844 9.848 9.851 9.855
mu[1337] 9.917 0.000 0.006 9.917 9.920 9.922 9.925
mu[1338] 9.632 0.000 0.006 9.632 9.635 9.638 9.640
mu[1339] 9.624 0.000 0.006 9.624 9.627 9.630 9.632
mu[1340] 9.690 0.000 0.006 9.690 9.693 9.696 9.698
mu[1341] 9.733 0.000 0.006 9.733 9.735 9.738 9.740
mu[1342] 9.910 0.000 0.015 9.910 9.917 9.922 9.929
mu[1343] 9.891 0.000 0.008 9.891 9.894 9.897 9.901
mu[1344] 9.937 0.000 0.008 9.937 9.941 9.944 9.947
mu[1345] 9.760 0.000 0.005 9.760 9.762 9.764 9.766
mu[1346] 9.795 0.000 0.006 9.795 9.797 9.799 9.802
mu[1347] 9.665 0.000 0.005 9.665 9.667 9.669 9.672
mu[1348] 9.614 0.000 0.005 9.614 9.616 9.618 9.621
mu[1349] 9.508 0.000 0.006 9.508 9.510 9.513 9.516
mu[1350] 9.692 0.000 0.005 9.692 9.694 9.696 9.698
mu[1351] 9.758 0.000 0.005 9.758 9.760 9.762 9.764
mu[1352] 9.711 0.000 0.005 9.711 9.714 9.716 9.718
mu[1353] 9.974 0.000 0.006 9.974 9.977 9.979 9.982
mu[1354] 9.865 0.000 0.005 9.865 9.867 9.869 9.871
mu[1355] 9.725 0.000 0.008 9.725 9.729 9.732 9.735
mu[1356] 9.754 0.000 0.005 9.754 9.756 9.758 9.760
mu[1357] 9.903 0.000 0.005 9.903 9.905 9.907 9.910
mu[1358] 9.825 0.000 0.005 9.825 9.827 9.829 9.831
mu[1359] 9.373 0.000 0.006 9.373 9.376 9.378 9.381
mu[1360] 9.230 0.000 0.006 9.230 9.232 9.235 9.237
mu[1361] 8.769 0.000 0.005 8.769 8.772 8.774 8.776
mu[1362] 8.682 0.000 0.007 8.682 8.685 8.687 8.690
mu[1363] 8.727 0.000 0.006 8.727 8.730 8.733 8.736
mu[1364] 8.495 0.000 0.008 8.495 8.499 8.502 8.505
mu[1365] 8.541 0.000 0.006 8.541 8.543 8.546 8.548
mu[1366] 8.062 0.000 0.006 8.062 8.065 8.067 8.070
mu[1367] 8.171 0.000 0.007 8.171 8.174 8.177 8.180
mu[1368] 7.889 0.000 0.006 7.889 7.892 7.895 7.897
mu[1369] 7.926 0.000 0.006 7.926 7.929 7.931 7.934
mu[1370] 7.722 0.000 0.009 7.722 7.726 7.729 7.733
mu[1371] 7.542 0.000 0.007 7.542 7.545 7.548 7.552
mu[1372] 8.021 0.000 0.008 8.021 8.025 8.028 8.031
mu[1373] 8.297 0.000 0.007 8.297 8.301 8.304 8.307
mu[1374] 7.995 0.000 0.007 7.995 7.998 8.001 8.004
mu[1375] 7.882 0.000 0.006 7.882 7.885 7.887 7.890
mu[1376] 7.771 0.000 0.007 7.771 7.774 7.777 7.780
mu[1377] 7.671 0.000 0.006 7.671 7.674 7.676 7.679
mu[1378] 7.760 0.000 0.007 7.760 7.763 7.766 7.769
mu[1379] 7.809 0.000 0.007 7.809 7.812 7.815 7.818
mu[1380] 7.479 0.000 0.009 7.479 7.483 7.487 7.490
mu[1381] 7.837 0.000 0.008 7.837 7.840 7.843 7.847
mu[1382] 8.133 0.000 0.006 8.133 8.135 8.138 8.141
mu[1383] 8.016 0.000 0.008 8.016 8.019 8.023 8.026
mu[1384] 8.464 0.000 0.006 8.464 8.467 8.469 8.472
mu[1385] 8.631 0.000 0.008 8.631 8.634 8.637 8.640
mu[1386] 8.434 0.000 0.006 8.433 8.436 8.439 8.441
mu[1387] 8.492 0.000 0.006 8.492 8.494 8.497 8.500
mu[1388] 8.417 0.000 0.006 8.417 8.420 8.423 8.425
mu[1389] 8.295 0.000 0.008 8.295 8.298 8.301 8.305
mu[1390] 8.374 0.000 0.006 8.374 8.377 8.380 8.383
mu[1391] 8.349 0.000 0.006 8.349 8.352 8.355 8.357
mu[1392] 8.252 0.000 0.006 8.252 8.254 8.257 8.259
mu[1393] 8.241 0.000 0.008 8.241 8.245 8.248 8.252
mu[1394] 8.123 0.000 0.007 8.123 8.126 8.129 8.132
mu[1395] 7.851 0.000 0.007 7.851 7.854 7.857 7.860
mu[1396] 8.242 0.000 0.008 8.242 8.246 8.249 8.253
mu[1397] 8.115 0.000 0.007 8.115 8.118 8.120 8.123
mu[1398] 8.781 0.000 0.006 8.781 8.783 8.786 8.788
mu[1399] 9.804 0.000 0.011 9.804 9.809 9.814 9.818
mu[1400] 9.356 0.000 0.007 9.356 9.359 9.362 9.365
mu[1401] 9.564 0.000 0.007 9.564 9.567 9.570 9.573
mu[1402] 9.826 0.000 0.008 9.826 9.830 9.833 9.836
mu[1403] 10.001 0.000 0.005 10.001 10.003 10.005 10.007
mu[1404] 9.883 0.000 0.006 9.883 9.886 9.888 9.891
mu[1405] 9.765 0.000 0.007 9.765 9.769 9.771 9.774
mu[1406] 9.789 0.000 0.007 9.790 9.793 9.795 9.798
mu[1407] 9.657 0.000 0.006 9.657 9.660 9.662 9.664
mu[1408] 9.756 0.000 0.008 9.757 9.760 9.763 9.766
mu[1409] 10.020 0.000 0.007 10.020 10.023 10.026 10.030
mu[1410] 9.964 0.000 0.007 9.964 9.967 9.970 9.973
mu[1411] 10.219 0.000 0.009 10.219 10.223 10.227 10.231
mu[1412] 10.113 0.000 0.007 10.113 10.116 10.119 10.122
mu[1413] 10.212 0.000 0.004 10.212 10.214 10.216 10.218
mu[1414] 10.903 0.000 0.017 10.903 10.911 10.918 10.925
mu[1415] 13.594 0.000 0.013 13.594 13.600 13.605 13.611
mu[1416] 13.286 0.000 0.007 13.286 13.288 13.291 13.294
mu[1417] 13.650 0.000 0.005 13.649 13.652 13.654 13.656
mu[1418] 13.764 0.000 0.010 13.764 13.768 13.772 13.777
mu[1419] 13.996 0.000 0.014 13.996 14.002 14.008 14.014
mu[1420] 14.737 0.000 0.012 14.737 14.742 14.747 14.752
mu[1421] 14.627 0.000 0.006 14.627 14.630 14.632 14.635
mu[1422] 14.509 0.000 0.008 14.509 14.513 14.516 14.520
mu[1423] 15.061 0.000 0.008 15.061 15.065 15.068 15.072
mu[1424] 18.494 0.000 0.028 18.494 18.506 18.518 18.530
mu[1425] 17.947 0.000 0.025 17.947 17.958 17.969 17.980
mu[1426] 17.275 0.000 0.010 17.275 17.280 17.284 17.289
mu[1427] 17.962 0.000 0.030 17.961 17.975 17.988 18.001
mu[1428] 18.034 0.000 0.022 18.034 18.043 18.052 18.062
mu[1429] 17.628 0.000 0.012 17.628 17.633 17.638 17.643
mu[1430] 17.793 0.000 0.009 17.793 17.797 17.801 17.804
mu[1431] 18.548 0.000 0.015 18.548 18.554 18.561 18.567
mu[1432] 18.512 0.000 0.020 18.512 18.521 18.530 18.539
mu[1433] 18.897 0.000 0.018 18.897 18.906 18.913 18.921
mu[1434] 18.401 0.000 0.010 18.401 18.405 18.409 18.413
mu[1435] 18.435 0.000 0.011 18.435 18.441 18.445 18.450
mu[1436] 18.232 0.000 0.013 18.231 18.238 18.243 18.249
mu[1437] 18.267 0.000 0.010 18.267 18.271 18.275 18.279
mu[1438] 17.831 0.000 0.016 17.830 17.838 17.844 17.851
mu[1439] 18.177 0.000 0.010 18.177 18.181 18.186 18.190
mu[1440] 17.763 0.000 0.009 17.763 17.767 17.771 17.775
mu[1441] 17.660 0.000 0.011 17.660 17.665 17.669 17.674
mu[1442] 16.982 0.000 0.014 16.981 16.988 16.993 17.000
mu[1443] 16.860 0.000 0.009 16.860 16.864 16.868 16.872
mu[1444] 16.983 0.000 0.014 16.983 16.989 16.995 17.001
mu[1445] 16.869 0.000 0.012 16.869 16.875 16.880 16.885
mu[1446] 15.857 0.000 0.011 15.857 15.862 15.866 15.871
mu[1447] 14.562 0.000 0.018 14.562 14.570 14.577 14.585
mu[1448] 14.433 0.000 0.007 14.433 14.436 14.439 14.442
mu[1449] 14.337 0.000 0.006 14.337 14.339 14.341 14.344
mu[1450] 13.477 0.000 0.012 13.477 13.482 13.487 13.493
mu[1451] 14.969 0.000 0.023 14.969 14.979 14.988 14.999
mu[1452] 14.714 0.000 0.013 14.714 14.719 14.724 14.730
mu[1453] 15.507 0.000 0.006 15.507 15.510 15.513 15.516
mu[1454] 15.430 0.000 0.010 15.429 15.434 15.438 15.443
mu[1455] 15.533 0.000 0.015 15.533 15.540 15.545 15.552
mu[1456] 15.945 0.000 0.010 15.945 15.949 15.953 15.958
mu[1457] 16.251 0.000 0.014 16.251 16.257 16.263 16.269
mu[1458] 15.803 0.000 0.008 15.803 15.807 15.810 15.814
mu[1459] 16.095 0.000 0.013 16.095 16.102 16.107 16.113
mu[1460] 16.286 0.000 0.007 16.286 16.290 16.293 16.296
y_rep[1] 16.517 0.003 0.220 16.516 16.572 16.631 16.711
y_rep[2] 16.857 0.003 0.258 16.858 16.916 16.974 17.052
y_rep[3] 16.419 0.003 0.214 16.417 16.473 16.530 16.612
y_rep[4] 17.101 0.003 0.221 17.100 17.159 17.220 17.295
y_rep[5] 17.156 0.003 0.216 17.156 17.215 17.274 17.351
y_rep[6] 17.693 0.003 0.229 17.693 17.752 17.811 17.894
y_rep[7] 17.357 0.003 0.206 17.357 17.411 17.475 17.552
y_rep[8] 17.638 0.003 0.221 17.638 17.694 17.754 17.833
y_rep[9] 17.353 0.003 0.211 17.354 17.410 17.466 17.541
y_rep[10] 17.807 0.003 0.209 17.806 17.864 17.919 18.001
y_rep[11] 18.020 0.003 0.215 18.015 18.075 18.136 18.221
y_rep[12] 19.147 0.003 0.228 19.150 19.206 19.264 19.342
y_rep[13] 18.960 0.003 0.212 18.957 19.013 19.072 19.151
y_rep[14] 18.430 0.003 0.210 18.430 18.485 18.547 18.626
y_rep[15] 17.507 0.004 0.293 17.505 17.565 17.625 17.700
y_rep[16] 16.890 0.003 0.205 16.890 16.947 17.009 17.093
y_rep[17] 17.197 0.003 0.238 17.199 17.259 17.317 17.396
y_rep[18] 17.470 0.003 0.208 17.466 17.524 17.585 17.664
y_rep[19] 17.204 0.003 0.258 17.201 17.255 17.316 17.399
y_rep[20] 16.480 0.003 0.219 16.480 16.543 16.602 16.676
y_rep[21] 16.237 0.003 0.232 16.240 16.297 16.356 16.435
y_rep[22] 16.389 0.003 0.215 16.389 16.445 16.505 16.587
y_rep[23] 16.343 0.003 0.213 16.343 16.402 16.463 16.540
y_rep[24] 16.835 0.003 0.204 16.840 16.895 16.952 17.028
y_rep[25] 16.937 0.003 0.221 16.935 16.992 17.053 17.131
y_rep[26] 16.191 0.004 0.297 16.193 16.249 16.303 16.377
y_rep[27] 16.064 0.004 0.307 16.064 16.118 16.178 16.256
y_rep[28] 15.845 0.003 0.227 15.842 15.902 15.959 16.041
y_rep[29] 15.439 0.003 0.223 15.437 15.492 15.549 15.628
y_rep[30] 15.237 0.003 0.213 15.238 15.294 15.354 15.432
y_rep[31] 15.320 0.003 0.206 15.318 15.374 15.436 15.516
y_rep[32] 14.676 0.003 0.253 14.681 14.737 14.795 14.874
y_rep[33] 14.149 0.003 0.222 14.151 14.210 14.266 14.349
y_rep[34] 13.936 0.003 0.213 13.934 13.992 14.048 14.127
y_rep[35] 13.221 0.003 0.230 13.223 13.284 13.342 13.418
y_rep[36] 13.177 0.003 0.218 13.172 13.230 13.291 13.373
y_rep[37] 13.611 0.003 0.211 13.616 13.670 13.728 13.806
y_rep[38] 14.811 0.003 0.219 14.810 14.868 14.925 15.004
y_rep[39] 15.222 0.003 0.227 15.221 15.278 15.338 15.417
y_rep[40] 14.797 0.003 0.221 14.793 14.849 14.908 14.993
y_rep[41] 14.686 0.003 0.213 14.686 14.743 14.801 14.877
y_rep[42] 14.894 0.003 0.232 14.897 14.957 15.014 15.091
y_rep[43] 14.755 0.003 0.209 14.756 14.813 14.874 14.953
y_rep[44] 15.223 0.003 0.215 15.223 15.280 15.338 15.414
y_rep[45] 14.633 0.003 0.233 14.631 14.690 14.750 14.833
y_rep[46] 13.772 0.003 0.223 13.772 13.828 13.887 13.968
y_rep[47] 13.602 0.003 0.218 13.606 13.664 13.722 13.796
y_rep[48] 13.805 0.003 0.214 13.804 13.859 13.917 14.004
y_rep[49] 14.501 0.004 0.327 14.498 14.554 14.614 14.696
y_rep[50] 14.936 0.003 0.229 14.937 14.995 15.053 15.137
y_rep[51] 15.012 0.003 0.261 15.013 15.070 15.129 15.208
y_rep[52] 14.401 0.003 0.259 14.402 14.462 14.518 14.595
y_rep[53] 14.239 0.003 0.208 14.239 14.300 14.359 14.432
y_rep[54] 14.324 0.003 0.252 14.324 14.381 14.439 14.524
y_rep[55] 14.242 0.003 0.209 14.241 14.299 14.357 14.445
y_rep[56] 14.324 0.003 0.213 14.324 14.382 14.439 14.520
y_rep[57] 14.501 0.003 0.214 14.503 14.560 14.617 14.695
y_rep[58] 14.711 0.003 0.212 14.713 14.772 14.831 14.913
y_rep[59] 14.120 0.003 0.228 14.122 14.177 14.234 14.316
y_rep[60] 13.951 0.003 0.228 13.949 14.004 14.062 14.145
y_rep[61] 13.082 0.003 0.262 13.081 13.143 13.198 13.282
y_rep[62] 13.034 0.003 0.227 13.037 13.093 13.152 13.232
y_rep[63] 14.161 0.003 0.225 14.165 14.223 14.277 14.355
y_rep[64] 13.980 0.003 0.210 13.979 14.037 14.094 14.170
y_rep[65] 13.577 0.003 0.208 13.577 13.634 13.693 13.773
y_rep[66] 13.285 0.003 0.218 13.286 13.340 13.396 13.475
y_rep[67] 13.393 0.003 0.221 13.389 13.445 13.505 13.591
y_rep[68] 13.562 0.003 0.219 13.560 13.618 13.679 13.763
y_rep[69] 13.871 0.003 0.217 13.871 13.930 13.990 14.071
y_rep[70] 14.031 0.003 0.212 14.031 14.087 14.143 14.220
y_rep[71] 13.821 0.003 0.233 13.817 13.874 13.936 14.019
y_rep[72] 12.897 0.003 0.227 12.895 12.955 13.016 13.100
y_rep[73] 12.345 0.003 0.227 12.346 12.402 12.457 12.535
y_rep[74] 12.262 0.003 0.207 12.263 12.320 12.380 12.449
y_rep[75] 12.189 0.003 0.233 12.193 12.248 12.305 12.385
y_rep[76] 12.928 0.003 0.223 12.928 12.986 13.043 13.122
y_rep[77] 12.950 0.003 0.221 12.955 13.009 13.069 13.147
y_rep[78] 12.859 0.003 0.205 12.858 12.917 12.976 13.053
y_rep[79] 12.400 0.003 0.219 12.403 12.457 12.514 12.591
y_rep[80] 12.382 0.003 0.205 12.383 12.441 12.498 12.572
y_rep[81] 12.339 0.003 0.225 12.341 12.397 12.456 12.540
y_rep[82] 12.497 0.003 0.227 12.496 12.554 12.612 12.693
y_rep[83] 12.693 0.003 0.239 12.691 12.751 12.813 12.895
y_rep[84] 12.949 0.003 0.212 12.951 13.008 13.068 13.145
y_rep[85] 12.610 0.003 0.220 12.612 12.666 12.728 12.809
y_rep[86] 12.098 0.003 0.215 12.097 12.155 12.211 12.291
y_rep[87] 12.838 0.003 0.218 12.839 12.897 12.957 13.035
y_rep[88] 13.118 0.003 0.203 13.121 13.178 13.236 13.313
y_rep[89] 13.077 0.003 0.214 13.078 13.134 13.192 13.276
y_rep[90] 13.793 0.003 0.231 13.797 13.853 13.911 13.991
y_rep[91] 13.807 0.003 0.200 13.806 13.864 13.922 14.001
y_rep[92] 13.459 0.003 0.202 13.458 13.514 13.575 13.651
y_rep[93] 13.143 0.003 0.212 13.142 13.200 13.259 13.337
y_rep[94] 13.383 0.003 0.252 13.379 13.438 13.498 13.573
y_rep[95] 13.386 0.003 0.236 13.387 13.445 13.503 13.586
y_rep[96] 13.594 0.003 0.202 13.594 13.649 13.708 13.793
y_rep[97] 13.744 0.003 0.205 13.744 13.801 13.860 13.942
y_rep[98] 13.492 0.003 0.208 13.492 13.548 13.610 13.691
y_rep[99] 13.026 0.003 0.223 13.030 13.088 13.148 13.220
y_rep[100] 12.809 0.003 0.226 12.806 12.864 12.925 13.001
y_rep[101] 12.785 0.003 0.230 12.784 12.841 12.899 12.976
y_rep[102] 13.188 0.003 0.227 13.188 13.248 13.304 13.381
y_rep[103] 14.142 0.003 0.210 14.144 14.199 14.253 14.331
y_rep[104] 13.698 0.003 0.266 13.699 13.757 13.814 13.896
y_rep[105] 13.462 0.004 0.332 13.466 13.527 13.583 13.661
y_rep[106] 13.368 0.004 0.281 13.370 13.425 13.481 13.567
y_rep[107] 12.880 0.003 0.219 12.883 12.940 12.997 13.079
y_rep[108] 12.948 0.003 0.223 12.945 13.003 13.063 13.143
y_rep[109] 13.474 0.004 0.305 13.479 13.537 13.594 13.677
y_rep[110] 13.412 0.003 0.227 13.411 13.469 13.528 13.614
y_rep[111] 12.857 0.003 0.209 12.858 12.917 12.975 13.054
y_rep[112] 12.793 0.003 0.206 12.792 12.850 12.911 12.986
y_rep[113] 11.874 0.003 0.220 11.874 11.931 11.992 12.069
y_rep[114] 11.385 0.003 0.233 11.385 11.441 11.501 11.585
y_rep[115] 11.573 0.003 0.213 11.571 11.628 11.690 11.768
y_rep[116] 12.093 0.004 0.267 12.097 12.153 12.206 12.286
y_rep[117] 12.082 0.003 0.220 12.085 12.145 12.201 12.281
y_rep[118] 11.671 0.003 0.215 11.669 11.728 11.784 11.864
y_rep[119] 11.547 0.004 0.270 11.548 11.606 11.663 11.741
y_rep[120] 11.192 0.003 0.212 11.194 11.249 11.309 11.394
y_rep[121] 11.175 0.003 0.206 11.173 11.230 11.288 11.368
y_rep[122] 11.620 0.003 0.224 11.619 11.677 11.740 11.815
y_rep[123] 11.980 0.003 0.213 11.981 12.038 12.096 12.174
y_rep[124] 12.085 0.004 0.315 12.082 12.140 12.198 12.280
y_rep[125] 11.974 0.003 0.220 11.973 12.029 12.089 12.176
y_rep[126] 11.474 0.003 0.216 11.473 11.532 11.588 11.667
y_rep[127] 11.110 0.003 0.211 11.108 11.167 11.225 11.313
y_rep[128] 11.238 0.003 0.212 11.233 11.293 11.351 11.426
y_rep[129] 11.292 0.003 0.214 11.291 11.350 11.408 11.486
y_rep[130] 11.474 0.003 0.241 11.474 11.531 11.590 11.679
y_rep[131] 11.439 0.003 0.206 11.439 11.496 11.554 11.634
y_rep[132] 10.862 0.003 0.215 10.859 10.918 10.980 11.069
y_rep[133] 10.565 0.003 0.226 10.566 10.623 10.683 10.766
y_rep[134] 10.695 0.003 0.210 10.695 10.751 10.809 10.891
y_rep[135] 10.905 0.003 0.233 10.908 10.962 11.018 11.095
y_rep[136] 10.777 0.003 0.223 10.780 10.836 10.896 10.974
y_rep[137] 11.537 0.003 0.219 11.540 11.597 11.655 11.738
y_rep[138] 11.510 0.003 0.229 11.510 11.570 11.628 11.707
y_rep[139] 11.075 0.003 0.242 11.078 11.135 11.193 11.276
y_rep[140] 10.818 0.005 0.377 10.816 10.873 10.935 11.012
y_rep[141] 11.647 0.003 0.218 11.650 11.706 11.766 11.847
y_rep[142] 11.249 0.003 0.241 11.246 11.305 11.363 11.444
y_rep[143] 11.353 0.003 0.230 11.358 11.413 11.470 11.550
y_rep[144] 11.288 0.006 0.432 11.294 11.353 11.413 11.500
y_rep[145] 10.529 0.003 0.202 10.530 10.590 10.649 10.725
y_rep[146] 10.245 0.004 0.342 10.247 10.304 10.358 10.443
y_rep[147] 10.278 0.003 0.206 10.276 10.335 10.392 10.472
y_rep[148] 10.651 0.003 0.239 10.648 10.708 10.767 10.855
y_rep[149] 10.582 0.003 0.218 10.580 10.638 10.698 10.786
y_rep[150] 10.849 0.003 0.228 10.851 10.907 10.963 11.040
y_rep[151] 10.707 0.003 0.216 10.709 10.764 10.824 10.909
y_rep[152] 10.661 0.003 0.218 10.661 10.719 10.773 10.854
y_rep[153] 10.197 0.003 0.220 10.194 10.251 10.306 10.387
y_rep[154] 10.029 0.003 0.208 10.028 10.084 10.144 10.224
y_rep[155] 10.191 0.003 0.225 10.198 10.254 10.310 10.384
y_rep[156] 10.906 0.003 0.236 10.902 10.959 11.025 11.106
y_rep[157] 11.187 0.004 0.277 11.186 11.243 11.304 11.385
y_rep[158] 11.321 0.003 0.214 11.319 11.381 11.441 11.518
y_rep[159] 11.183 0.003 0.222 11.181 11.238 11.300 11.382
y_rep[160] 10.460 0.003 0.217 10.454 10.513 10.575 10.656
y_rep[161] 10.275 0.003 0.199 10.278 10.334 10.391 10.468
y_rep[162] 10.779 0.003 0.212 10.777 10.834 10.892 10.972
y_rep[163] 10.902 0.003 0.209 10.902 10.959 11.018 11.100
y_rep[164] 10.841 0.003 0.211 10.842 10.900 10.953 11.033
y_rep[165] 10.800 0.003 0.214 10.799 10.859 10.916 10.994
y_rep[166] 10.922 0.003 0.241 10.921 10.979 11.039 11.121
y_rep[167] 10.726 0.003 0.238 10.725 10.784 10.844 10.926
y_rep[168] 10.619 0.003 0.236 10.621 10.677 10.739 10.821
y_rep[169] 13.292 0.003 0.211 13.294 13.353 13.409 13.496
y_rep[170] 17.483 0.003 0.256 17.482 17.554 17.626 17.715
y_rep[171] 16.489 0.003 0.219 16.486 16.546 16.609 16.692
y_rep[172] 16.664 0.003 0.229 16.664 16.719 16.775 16.856
y_rep[173] 16.930 0.003 0.219 16.929 16.985 17.043 17.133
y_rep[174] 16.992 0.003 0.243 16.992 17.050 17.113 17.189
y_rep[175] 17.587 0.003 0.207 17.587 17.645 17.703 17.785
y_rep[176] 17.870 0.003 0.241 17.873 17.931 17.988 18.065
y_rep[177] 17.231 0.003 0.215 17.230 17.288 17.348 17.430
y_rep[178] 17.397 0.003 0.213 17.401 17.458 17.516 17.593
y_rep[179] 17.616 0.003 0.215 17.616 17.674 17.734 17.814
y_rep[180] 17.373 0.003 0.228 17.373 17.428 17.487 17.562
y_rep[181] 17.202 0.003 0.220 17.198 17.260 17.317 17.403
y_rep[182] 17.249 0.003 0.205 17.250 17.307 17.365 17.445
y_rep[183] 16.882 0.003 0.194 16.884 16.938 16.999 17.078
y_rep[184] 17.329 0.003 0.210 17.330 17.388 17.445 17.525
y_rep[185] 17.519 0.003 0.226 17.520 17.574 17.636 17.717
y_rep[186] 17.102 0.003 0.236 17.101 17.160 17.217 17.296
y_rep[187] 17.120 0.003 0.207 17.120 17.177 17.235 17.316
y_rep[188] 17.095 0.003 0.210 17.097 17.154 17.214 17.291
y_rep[189] 17.541 0.003 0.223 17.542 17.600 17.662 17.742
y_rep[190] 17.676 0.003 0.238 17.675 17.731 17.789 17.873
y_rep[191] 18.710 0.003 0.216 18.711 18.770 18.829 18.909
y_rep[192] 17.258 0.003 0.222 17.257 17.321 17.385 17.469
y_rep[193] 14.330 0.003 0.212 14.330 14.388 14.446 14.530
y_rep[194] 14.206 0.003 0.201 14.202 14.260 14.322 14.406
y_rep[195] 13.818 0.003 0.205 13.818 13.877 13.936 14.009
y_rep[196] 13.126 0.003 0.211 13.124 13.183 13.244 13.326
y_rep[197] 12.909 0.003 0.267 12.912 12.970 13.029 13.111
y_rep[198] 13.220 0.003 0.239 13.217 13.274 13.331 13.408
y_rep[199] 13.949 0.003 0.208 13.949 14.005 14.063 14.140
y_rep[200] 13.918 0.003 0.226 13.917 13.975 14.036 14.112
y_rep[201] 13.632 0.003 0.227 13.635 13.691 13.746 13.826
y_rep[202] 13.164 0.003 0.207 13.163 13.222 13.285 13.362
y_rep[203] 13.045 0.003 0.222 13.043 13.101 13.163 13.249
y_rep[204] 14.410 0.003 0.261 14.411 14.470 14.530 14.614
y_rep[205] 15.537 0.003 0.229 15.538 15.599 15.658 15.737
y_rep[206] 15.471 0.003 0.233 15.469 15.523 15.580 15.662
y_rep[207] 15.148 0.003 0.263 15.143 15.199 15.256 15.348
y_rep[208] 15.173 0.003 0.242 15.175 15.231 15.290 15.368
y_rep[209] 14.742 0.003 0.216 14.743 14.799 14.859 14.935
y_rep[210] 14.793 0.003 0.252 14.791 14.851 14.908 14.992
y_rep[211] 14.832 0.003 0.214 14.834 14.891 14.954 15.028
y_rep[212] 14.934 0.003 0.219 14.938 14.997 15.055 15.131
y_rep[213] 14.459 0.003 0.219 14.458 14.516 14.577 14.659
y_rep[214] 14.068 0.003 0.202 14.067 14.124 14.183 14.261
y_rep[215] 13.639 0.003 0.225 13.640 13.696 13.757 13.837
y_rep[216] 13.443 0.003 0.231 13.440 13.500 13.558 13.641
y_rep[217] 13.549 0.003 0.231 13.550 13.609 13.665 13.746
y_rep[218] 14.084 0.003 0.208 14.083 14.141 14.200 14.279
y_rep[219] 14.360 0.003 0.210 14.358 14.419 14.478 14.562
y_rep[220] 14.190 0.003 0.218 14.192 14.250 14.306 14.386
y_rep[221] 13.752 0.003 0.207 13.750 13.810 13.868 13.945
y_rep[222] 13.144 0.003 0.210 13.142 13.199 13.260 13.342
y_rep[223] 13.167 0.003 0.209 13.165 13.222 13.280 13.360
y_rep[224] 13.167 0.003 0.215 13.168 13.226 13.289 13.366
y_rep[225] 13.611 0.003 0.203 13.614 13.669 13.729 13.807
y_rep[226] 13.287 0.003 0.221 13.285 13.344 13.403 13.480
y_rep[227] 12.713 0.003 0.222 12.716 12.773 12.831 12.915
y_rep[228] 11.943 0.003 0.229 11.940 12.001 12.061 12.140
y_rep[229] 11.724 0.003 0.207 11.723 11.780 11.838 11.918
y_rep[230] 11.503 0.003 0.212 11.504 11.565 11.621 11.697
y_rep[231] 11.642 0.003 0.213 11.644 11.703 11.763 11.839
y_rep[232] 12.614 0.003 0.232 12.613 12.671 12.729 12.814
y_rep[233] 12.605 0.003 0.239 12.605 12.663 12.722 12.805
y_rep[234] 12.142 0.003 0.210 12.142 12.199 12.258 12.339
y_rep[235] 12.362 0.003 0.254 12.361 12.417 12.478 12.561
y_rep[236] 12.605 0.004 0.318 12.599 12.657 12.721 12.804
y_rep[237] 12.650 0.003 0.253 12.652 12.710 12.767 12.848
y_rep[238] 12.613 0.003 0.207 12.610 12.669 12.732 12.809
y_rep[239] 13.480 0.004 0.287 13.476 13.533 13.591 13.668
y_rep[240] 14.045 0.003 0.212 14.043 14.101 14.161 14.244
y_rep[241] 13.520 0.003 0.226 13.520 13.578 13.636 13.717
y_rep[242] 13.454 0.003 0.221 13.453 13.510 13.568 13.648
y_rep[243] 13.520 0.003 0.234 13.522 13.577 13.634 13.718
y_rep[244] 13.557 0.003 0.207 13.558 13.612 13.671 13.755
y_rep[245] 13.858 0.003 0.239 13.858 13.912 13.971 14.050
y_rep[246] 14.450 0.003 0.214 14.451 14.507 14.566 14.652
y_rep[247] 14.059 0.003 0.230 14.065 14.121 14.176 14.255
y_rep[248] 13.695 0.003 0.206 13.692 13.748 13.809 13.891
y_rep[249] 13.833 0.003 0.232 13.832 13.890 13.947 14.028
y_rep[250] 13.532 0.003 0.232 13.533 13.589 13.650 13.727
y_rep[251] 14.149 0.003 0.239 14.151 14.206 14.263 14.344
y_rep[252] 14.539 0.003 0.220 14.541 14.598 14.654 14.736
y_rep[253] 14.559 0.003 0.217 14.559 14.614 14.675 14.754
y_rep[254] 14.147 0.003 0.220 14.149 14.204 14.263 14.349
y_rep[255] 13.739 0.003 0.259 13.739 13.799 13.858 13.940
y_rep[256] 13.703 0.003 0.209 13.702 13.758 13.820 13.899
y_rep[257] 13.951 0.003 0.209 13.946 14.005 14.063 14.145
y_rep[258] 13.934 0.003 0.219 13.936 13.992 14.051 14.130
y_rep[259] 13.617 0.003 0.221 13.618 13.676 13.735 13.816
y_rep[260] 13.599 0.003 0.208 13.598 13.655 13.711 13.802
y_rep[261] 13.518 0.003 0.223 13.517 13.570 13.631 13.714
y_rep[262] 12.410 0.003 0.218 12.414 12.467 12.528 12.611
y_rep[263] 12.125 0.003 0.202 12.127 12.183 12.237 12.319
y_rep[264] 12.368 0.003 0.219 12.367 12.427 12.482 12.559
y_rep[265] 12.454 0.003 0.221 12.454 12.512 12.571 12.650
y_rep[266] 13.436 0.003 0.209 13.435 13.492 13.550 13.629
y_rep[267] 13.165 0.003 0.230 13.168 13.226 13.287 13.360
y_rep[268] 12.710 0.003 0.233 12.712 12.768 12.829 12.910
y_rep[269] 12.578 0.003 0.206 12.582 12.635 12.694 12.770
y_rep[270] 13.034 0.003 0.234 13.036 13.093 13.155 13.233
y_rep[271] 13.537 0.003 0.211 13.537 13.593 13.654 13.736
y_rep[272] 13.756 0.003 0.211 13.756 13.812 13.872 13.955
y_rep[273] 13.564 0.003 0.210 13.563 13.623 13.684 13.768
y_rep[274] 13.469 0.003 0.238 13.474 13.529 13.589 13.666
y_rep[275] 12.822 0.003 0.209 12.816 12.873 12.929 13.011
y_rep[276] 12.658 0.003 0.239 12.659 12.716 12.778 12.865
y_rep[277] 12.701 0.003 0.208 12.702 12.760 12.818 12.897
y_rep[278] 12.871 0.003 0.237 12.866 12.924 12.986 13.072
y_rep[279] 12.853 0.003 0.203 12.851 12.910 12.968 13.050
y_rep[280] 12.910 0.003 0.209 12.916 12.973 13.030 13.108
y_rep[281] 12.805 0.003 0.205 12.807 12.862 12.920 12.993
y_rep[282] 12.626 0.003 0.244 12.627 12.684 12.746 12.829
y_rep[283] 13.244 0.003 0.230 13.241 13.300 13.357 13.437
y_rep[284] 13.078 0.003 0.239 13.077 13.135 13.193 13.275
y_rep[285] 13.582 0.003 0.218 13.583 13.639 13.697 13.776
y_rep[286] 13.685 0.003 0.223 13.684 13.741 13.798 13.875
y_rep[287] 13.489 0.003 0.218 13.486 13.544 13.604 13.692
y_rep[288] 13.208 0.003 0.206 13.207 13.266 13.325 13.407
y_rep[289] 12.823 0.003 0.232 12.825 12.879 12.938 13.023
y_rep[290] 12.733 0.003 0.218 12.731 12.789 12.849 12.927
y_rep[291] 12.901 0.003 0.206 12.900 12.954 13.012 13.093
y_rep[292] 13.053 0.003 0.225 13.055 13.114 13.176 13.245
y_rep[293] 12.803 0.003 0.237 12.806 12.863 12.922 13.006
y_rep[294] 12.637 0.003 0.208 12.635 12.691 12.756 12.842
y_rep[295] 12.943 0.003 0.227 12.947 13.005 13.063 13.149
y_rep[296] 13.471 0.003 0.204 13.473 13.531 13.589 13.670
y_rep[297] 13.173 0.003 0.218 13.171 13.228 13.289 13.370
y_rep[298] 14.520 0.003 0.205 14.522 14.578 14.638 14.708
y_rep[299] 14.646 0.003 0.213 14.647 14.702 14.762 14.846
y_rep[300] 14.933 0.004 0.280 14.938 14.994 15.050 15.135
y_rep[301] 14.884 0.003 0.234 14.885 14.941 15.000 15.076
y_rep[302] 14.884 0.003 0.215 14.881 14.942 15.004 15.088
y_rep[303] 14.779 0.003 0.213 14.780 14.839 14.896 14.973
y_rep[304] 14.884 0.003 0.255 14.882 14.941 14.996 15.077
y_rep[305] 14.858 0.003 0.227 14.860 14.915 14.976 15.059
y_rep[306] 14.619 0.003 0.265 14.616 14.675 14.735 14.818
y_rep[307] 14.639 0.003 0.240 14.636 14.697 14.759 14.839
y_rep[308] 14.620 0.003 0.216 14.617 14.674 14.731 14.818
y_rep[309] 15.561 0.003 0.268 15.558 15.615 15.673 15.758
y_rep[310] 16.015 0.003 0.254 16.013 16.070 16.127 16.209
y_rep[311] 15.765 0.003 0.206 15.764 15.819 15.878 15.957
y_rep[312] 15.704 0.003 0.242 15.704 15.761 15.821 15.903
y_rep[313] 15.864 0.003 0.245 15.863 15.921 15.977 16.059
y_rep[314] 15.689 0.003 0.203 15.686 15.744 15.804 15.884
y_rep[315] 15.353 0.003 0.220 15.352 15.409 15.469 15.549
y_rep[316] 15.222 0.003 0.213 15.222 15.275 15.333 15.418
y_rep[317] 14.907 0.003 0.214 14.907 14.962 15.020 15.104
y_rep[318] 14.709 0.003 0.252 14.714 14.770 14.826 14.898
y_rep[319] 14.817 0.003 0.216 14.816 14.870 14.931 15.019
y_rep[320] 14.067 0.004 0.318 14.071 14.128 14.184 14.262
y_rep[321] 13.146 0.003 0.219 13.144 13.199 13.261 13.342
y_rep[322] 13.081 0.003 0.233 13.083 13.140 13.199 13.276
y_rep[323] 12.590 0.004 0.287 12.588 12.644 12.703 12.785
y_rep[324] 12.824 0.003 0.214 12.824 12.881 12.941 13.019
y_rep[325] 13.131 0.005 0.354 13.133 13.188 13.248 13.330
y_rep[326] 13.247 0.002 0.193 13.244 13.302 13.359 13.437
y_rep[327] 13.573 0.003 0.201 13.572 13.628 13.684 13.760
y_rep[328] 13.498 0.003 0.213 13.495 13.551 13.613 13.685
y_rep[329] 13.517 0.003 0.203 13.519 13.574 13.632 13.711
y_rep[330] 13.550 0.003 0.217 13.547 13.604 13.663 13.746
y_rep[331] 13.580 0.003 0.217 13.579 13.636 13.699 13.781
y_rep[332] 12.897 0.003 0.232 12.897 12.955 13.014 13.094
y_rep[333] 13.467 0.003 0.233 13.469 13.528 13.589 13.668
y_rep[334] 13.616 0.003 0.233 13.616 13.673 13.733 13.814
y_rep[335] 13.408 0.003 0.221 13.408 13.463 13.521 13.609
y_rep[336] 13.208 0.003 0.227 13.207 13.265 13.325 13.407
y_rep[337] 13.177 0.003 0.228 13.178 13.234 13.295 13.374
y_rep[338] 13.696 0.003 0.261 13.697 13.753 13.810 13.890
y_rep[339] 13.881 0.003 0.206 13.879 13.934 13.995 14.076
y_rep[340] 14.155 0.003 0.226 14.154 14.212 14.268 14.348
y_rep[341] 13.818 0.003 0.209 13.818 13.875 13.930 14.008
y_rep[342] 13.947 0.003 0.205 13.949 14.006 14.065 14.140
y_rep[343] 14.220 0.003 0.205 14.222 14.277 14.335 14.413
y_rep[344] 14.036 0.003 0.224 14.033 14.092 14.150 14.230
y_rep[345] 14.253 0.003 0.226 14.254 14.313 14.370 14.447
y_rep[346] 14.519 0.003 0.220 14.522 14.582 14.640 14.720
y_rep[347] 14.057 0.003 0.210 14.060 14.117 14.176 14.258
y_rep[348] 13.998 0.003 0.230 13.994 14.052 14.112 14.198
y_rep[349] 13.807 0.003 0.236 13.810 13.868 13.929 14.008
y_rep[350] 13.891 0.003 0.204 13.892 13.950 14.011 14.090
y_rep[351] 13.982 0.003 0.229 13.987 14.045 14.101 14.182
y_rep[352] 14.449 0.003 0.215 14.451 14.506 14.563 14.645
y_rep[353] 14.476 0.003 0.233 14.476 14.534 14.591 14.671
y_rep[354] 15.324 0.003 0.219 15.326 15.381 15.440 15.520
y_rep[355] 15.349 0.004 0.335 15.353 15.409 15.467 15.550
y_rep[356] 15.396 0.003 0.224 15.400 15.455 15.513 15.593
y_rep[357] 17.348 0.003 0.211 17.344 17.408 17.467 17.548
y_rep[358] 19.065 0.003 0.215 19.066 19.123 19.180 19.262
y_rep[359] 18.209 0.003 0.220 18.207 18.266 18.326 18.408
y_rep[360] 19.037 0.003 0.213 19.038 19.096 19.153 19.233
y_rep[361] 18.971 0.003 0.218 18.972 19.025 19.087 19.168
y_rep[362] 19.088 0.003 0.216 19.092 19.147 19.207 19.286
y_rep[363] 20.081 0.003 0.231 20.080 20.139 20.196 20.277
y_rep[364] 20.471 0.004 0.261 20.469 20.529 20.590 20.676
y_rep[365] 20.078 0.003 0.216 20.081 20.140 20.196 20.274
y_rep[366] 20.306 0.003 0.206 20.307 20.362 20.419 20.495
y_rep[367] 21.046 0.003 0.221 21.052 21.107 21.164 21.240
y_rep[368] 20.939 0.003 0.200 20.943 21.002 21.058 21.137
y_rep[369] 21.426 0.003 0.222 21.425 21.485 21.543 21.626
y_rep[370] 21.807 0.003 0.223 21.810 21.869 21.926 22.005
y_rep[371] 21.370 0.003 0.222 21.368 21.426 21.483 21.561
y_rep[372] 21.954 0.004 0.274 21.955 22.012 22.071 22.151
y_rep[373] 22.185 0.003 0.197 22.186 22.244 22.300 22.378
y_rep[374] 21.923 0.003 0.224 21.921 21.977 22.037 22.114
y_rep[375] 21.959 0.003 0.209 21.957 22.015 22.075 22.153
y_rep[376] 22.057 0.003 0.229 22.059 22.116 22.177 22.261
y_rep[377] 21.946 0.003 0.233 21.946 22.002 22.058 22.143
y_rep[378] 21.896 0.003 0.242 21.896 21.954 22.013 22.093
y_rep[379] 21.575 0.003 0.242 21.577 21.636 21.687 21.773
y_rep[380] 19.542 0.003 0.236 19.546 19.605 19.665 19.744
y_rep[381] 19.961 0.003 0.211 19.957 20.018 20.076 20.161
y_rep[382] 20.665 0.003 0.200 20.666 20.723 20.778 20.860
y_rep[383] 20.311 0.003 0.212 20.312 20.368 20.427 20.516
y_rep[384] 20.001 0.003 0.211 19.998 20.056 20.121 20.197
y_rep[385] 19.797 0.003 0.209 19.795 19.855 19.914 19.991
y_rep[386] 19.356 0.003 0.269 19.357 19.415 19.470 19.554
y_rep[387] 19.850 0.003 0.214 19.851 19.910 19.968 20.048
y_rep[388] 20.339 0.003 0.255 20.343 20.400 20.460 20.543
y_rep[389] 20.019 0.003 0.216 20.019 20.079 20.138 20.216
y_rep[390] 19.469 0.003 0.238 19.470 19.528 19.585 19.670
y_rep[391] 19.285 0.003 0.211 19.285 19.344 19.400 19.476
y_rep[392] 18.606 0.003 0.272 18.601 18.659 18.718 18.801
y_rep[393] 18.924 0.003 0.247 18.925 18.981 19.042 19.121
y_rep[394] 18.943 0.003 0.218 18.945 18.998 19.058 19.138
y_rep[395] 18.583 0.003 0.232 18.586 18.644 18.703 18.784
y_rep[396] 18.097 0.003 0.251 18.100 18.159 18.218 18.295
y_rep[397] 18.036 0.003 0.228 18.030 18.091 18.152 18.237
y_rep[398] 18.031 0.003 0.213 18.033 18.090 18.150 18.226
y_rep[399] 17.901 0.003 0.226 17.904 17.959 18.020 18.103
y_rep[400] 17.505 0.003 0.226 17.503 17.561 17.620 17.702
y_rep[401] 17.694 0.003 0.226 17.691 17.749 17.805 17.885
y_rep[402] 17.573 0.003 0.213 17.574 17.633 17.690 17.771
y_rep[403] 17.272 0.003 0.217 17.272 17.330 17.390 17.474
y_rep[404] 16.750 0.003 0.238 16.751 16.807 16.868 16.953
y_rep[405] 15.959 0.003 0.217 15.957 16.014 16.071 16.153
y_rep[406] 16.084 0.003 0.259 16.086 16.146 16.204 16.281
y_rep[407] 16.398 0.003 0.210 16.395 16.455 16.516 16.597
y_rep[408] 16.214 0.004 0.339 16.215 16.271 16.330 16.406
y_rep[409] 15.948 0.003 0.224 15.951 16.008 16.063 16.147
y_rep[410] 15.376 0.003 0.237 15.374 15.430 15.491 15.568
y_rep[411] 15.156 0.003 0.205 15.153 15.213 15.274 15.358
y_rep[412] 15.323 0.003 0.199 15.322 15.378 15.441 15.520
y_rep[413] 15.323 0.003 0.218 15.323 15.381 15.440 15.522
y_rep[414] 15.029 0.003 0.215 15.032 15.088 15.146 15.223
y_rep[415] 14.972 0.003 0.216 14.971 15.028 15.086 15.170
y_rep[416] 15.119 0.003 0.249 15.119 15.174 15.234 15.316
y_rep[417] 14.825 0.003 0.222 14.825 14.881 14.942 15.017
y_rep[418] 15.067 0.003 0.207 15.064 15.125 15.188 15.262
y_rep[419] 16.065 0.003 0.218 16.067 16.124 16.183 16.259
y_rep[420] 15.863 0.003 0.204 15.863 15.921 15.978 16.056
y_rep[421] 15.652 0.003 0.211 15.650 15.709 15.764 15.843
y_rep[422] 15.281 0.003 0.258 15.279 15.336 15.398 15.482
y_rep[423] 14.925 0.003 0.216 14.925 14.983 15.043 15.124
y_rep[424] 15.435 0.003 0.223 15.435 15.493 15.554 15.629
y_rep[425] 15.907 0.003 0.254 15.903 15.960 16.020 16.101
y_rep[426] 15.890 0.003 0.209 15.889 15.946 16.005 16.086
y_rep[427] 15.902 0.003 0.217 15.904 15.960 16.019 16.098
y_rep[428] 16.024 0.003 0.224 16.021 16.077 16.137 16.217
y_rep[429] 15.719 0.004 0.271 15.722 15.779 15.837 15.914
y_rep[430] 15.792 0.003 0.213 15.792 15.849 15.908 15.986
y_rep[431] 16.126 0.003 0.238 16.128 16.188 16.247 16.322
y_rep[432] 15.918 0.003 0.215 15.921 15.980 16.036 16.113
y_rep[433] 16.180 0.003 0.214 16.179 16.239 16.299 16.375
y_rep[434] 16.472 0.003 0.221 16.468 16.526 16.582 16.667
y_rep[435] 16.181 0.003 0.207 16.181 16.235 16.294 16.378
y_rep[436] 15.901 0.003 0.224 15.904 15.962 16.022 16.100
y_rep[437] 16.310 0.003 0.208 16.312 16.373 16.427 16.506
y_rep[438] 15.915 0.003 0.215 15.917 15.974 16.032 16.107
y_rep[439] 15.722 0.003 0.222 15.719 15.776 15.836 15.917
y_rep[440] 15.767 0.003 0.223 15.767 15.824 15.880 15.960
y_rep[441] 15.630 0.003 0.223 15.633 15.689 15.747 15.825
y_rep[442] 15.283 0.003 0.220 15.283 15.341 15.402 15.487
y_rep[443] 15.508 0.003 0.254 15.505 15.563 15.624 15.708
y_rep[444] 15.181 0.003 0.271 15.179 15.235 15.291 15.372
y_rep[445] 15.123 0.003 0.232 15.122 15.180 15.239 15.322
y_rep[446] 15.727 0.003 0.220 15.725 15.785 15.847 15.928
y_rep[447] 15.678 0.003 0.210 15.678 15.736 15.795 15.876
y_rep[448] 14.709 0.003 0.212 14.707 14.767 14.824 14.903
y_rep[449] 14.868 0.003 0.232 14.873 14.927 14.984 15.062
y_rep[450] 14.671 0.003 0.232 14.670 14.728 14.786 14.867
y_rep[451] 14.439 0.003 0.218 14.440 14.495 14.552 14.637
y_rep[452] 14.349 0.003 0.234 14.348 14.406 14.462 14.539
y_rep[453] 13.994 0.003 0.252 13.996 14.051 14.109 14.190
y_rep[454] 13.624 0.003 0.231 13.626 13.683 13.740 13.816
y_rep[455] 14.837 0.003 0.229 14.833 14.890 14.951 15.035
y_rep[456] 14.884 0.003 0.209 14.889 14.944 15.001 15.081
y_rep[457] 14.731 0.003 0.224 14.730 14.786 14.848 14.926
y_rep[458] 14.861 0.003 0.218 14.861 14.917 14.979 15.056
y_rep[459] 14.947 0.003 0.252 14.945 15.005 15.064 15.146
y_rep[460] 14.448 0.003 0.234 14.448 14.506 14.563 14.646
y_rep[461] 14.811 0.003 0.214 14.810 14.871 14.932 15.016
y_rep[462] 14.568 0.003 0.198 14.569 14.628 14.684 14.765
y_rep[463] 14.138 0.003 0.205 14.137 14.195 14.250 14.336
y_rep[464] 14.121 0.003 0.237 14.123 14.179 14.238 14.323
y_rep[465] 13.837 0.003 0.203 13.838 13.894 13.951 14.031
y_rep[466] 13.843 0.003 0.216 13.845 13.900 13.960 14.043
y_rep[467] 15.420 0.003 0.223 15.419 15.481 15.539 15.623
y_rep[468] 15.061 0.003 0.223 15.058 15.114 15.176 15.259
y_rep[469] 15.239 0.003 0.202 15.243 15.296 15.355 15.433
y_rep[470] 15.700 0.003 0.248 15.699 15.756 15.815 15.900
y_rep[471] 15.971 0.003 0.211 15.970 16.027 16.087 16.167
y_rep[472] 15.619 0.003 0.215 15.620 15.677 15.735 15.814
y_rep[473] 19.094 0.003 0.211 19.093 19.152 19.209 19.290
y_rep[474] 22.133 0.003 0.218 22.132 22.194 22.254 22.336
y_rep[475] 21.787 0.003 0.210 21.790 21.849 21.905 21.986
y_rep[476] 21.830 0.003 0.204 21.829 21.887 21.946 22.030
y_rep[477] 21.577 0.003 0.217 21.574 21.632 21.693 21.775
y_rep[478] 20.609 0.003 0.221 20.608 20.668 20.727 20.805
y_rep[479] 21.443 0.003 0.210 21.445 21.505 21.563 21.638
y_rep[480] 21.243 0.003 0.213 21.243 21.302 21.363 21.444
y_rep[481] 21.079 0.004 0.283 21.088 21.145 21.203 21.281
y_rep[482] 21.022 0.003 0.212 21.018 21.076 21.138 21.218
y_rep[483] 21.279 0.003 0.226 21.278 21.339 21.399 21.480
y_rep[484] 21.323 0.005 0.363 21.328 21.385 21.449 21.522
y_rep[485] 21.599 0.003 0.224 21.592 21.653 21.714 21.799
y_rep[486] 21.793 0.003 0.207 21.795 21.852 21.914 21.990
y_rep[487] 21.421 0.003 0.224 21.415 21.474 21.534 21.618
y_rep[488] 22.386 0.003 0.226 22.385 22.445 22.504 22.589
y_rep[489] 22.167 0.003 0.225 22.166 22.226 22.285 22.369
y_rep[490] 21.456 0.003 0.219 21.455 21.513 21.575 21.656
y_rep[491] 21.503 0.003 0.225 21.501 21.559 21.620 21.702
y_rep[492] 21.199 0.003 0.208 21.201 21.259 21.315 21.395
y_rep[493] 20.763 0.003 0.209 20.765 20.823 20.883 20.960
y_rep[494] 21.137 0.003 0.205 21.133 21.189 21.251 21.336
y_rep[495] 20.982 0.003 0.214 20.983 21.040 21.100 21.176
y_rep[496] 19.073 0.003 0.222 19.070 19.130 19.194 19.282
y_rep[497] 15.846 0.004 0.313 15.848 15.908 15.966 16.057
y_rep[498] 16.445 0.003 0.218 16.442 16.507 16.569 16.652
y_rep[499] 16.640 0.003 0.218 16.638 16.701 16.764 16.843
y_rep[500] 15.702 0.003 0.205 15.702 15.756 15.815 15.896
y_rep[501] 15.850 0.003 0.228 15.853 15.910 15.967 16.054
y_rep[502] 15.439 0.003 0.214 15.441 15.499 15.557 15.635
y_rep[503] 15.630 0.003 0.220 15.630 15.685 15.744 15.826
y_rep[504] 15.654 0.003 0.208 15.654 15.713 15.774 15.849
y_rep[505] 15.262 0.003 0.212 15.263 15.321 15.378 15.459
y_rep[506] 14.950 0.003 0.202 14.949 15.005 15.063 15.140
y_rep[507] 14.781 0.003 0.217 14.780 14.838 14.898 14.982
y_rep[508] 14.196 0.003 0.208 14.197 14.257 14.314 14.392
y_rep[509] 14.490 0.003 0.250 14.489 14.549 14.607 14.693
y_rep[510] 14.137 0.003 0.217 14.137 14.195 14.255 14.336
y_rep[511] 13.570 0.003 0.223 13.565 13.624 13.684 13.761
y_rep[512] 13.699 0.003 0.219 13.698 13.757 13.819 13.897
y_rep[513] 13.266 0.003 0.218 13.267 13.326 13.385 13.463
y_rep[514] 12.844 0.003 0.200 12.846 12.900 12.961 13.035
y_rep[515] 12.882 0.003 0.218 12.880 12.939 12.997 13.078
y_rep[516] 13.204 0.003 0.205 13.201 13.259 13.319 13.404
y_rep[517] 12.816 0.003 0.232 12.814 12.870 12.929 13.013
y_rep[518] 13.021 0.003 0.235 13.025 13.083 13.142 13.222
y_rep[519] 12.980 0.003 0.207 12.982 13.038 13.095 13.171
y_rep[520] 12.386 0.003 0.230 12.381 12.440 12.500 12.579
y_rep[521] 12.702 0.003 0.213 12.702 12.762 12.817 12.899
y_rep[522] 12.567 0.004 0.304 12.565 12.621 12.677 12.756
y_rep[523] 12.342 0.003 0.231 12.344 12.403 12.462 12.540
y_rep[524] 12.188 0.003 0.246 12.189 12.246 12.306 12.386
y_rep[525] 12.295 0.003 0.212 12.297 12.355 12.417 12.496
y_rep[526] 11.792 0.003 0.207 11.793 11.853 11.911 11.988
y_rep[527] 11.729 0.003 0.237 11.729 11.788 11.845 11.924
y_rep[528] 12.245 0.003 0.225 12.242 12.300 12.362 12.449
y_rep[529] 11.998 0.003 0.224 11.997 12.055 12.116 12.198
y_rep[530] 12.292 0.003 0.225 12.295 12.353 12.407 12.489
y_rep[531] 12.107 0.003 0.218 12.106 12.162 12.221 12.302
y_rep[532] 11.458 0.003 0.226 11.462 11.520 11.577 11.649
y_rep[533] 11.712 0.003 0.212 11.713 11.772 11.829 11.909
y_rep[534] 11.877 0.003 0.218 11.872 11.933 11.991 12.066
y_rep[535] 11.674 0.003 0.247 11.673 11.734 11.793 11.869
y_rep[536] 12.664 0.003 0.214 12.661 12.719 12.780 12.861
y_rep[537] 12.266 0.003 0.225 12.266 12.321 12.382 12.465
y_rep[538] 11.831 0.003 0.214 11.828 11.886 11.945 12.023
y_rep[539] 11.869 0.003 0.227 11.871 11.928 11.982 12.064
y_rep[540] 11.558 0.003 0.202 11.556 11.611 11.669 11.751
y_rep[541] 11.497 0.003 0.226 11.496 11.554 11.615 11.696
y_rep[542] 11.580 0.003 0.235 11.584 11.641 11.696 11.772
y_rep[543] 11.338 0.003 0.214 11.337 11.394 11.452 11.531
y_rep[544] 11.148 0.003 0.211 11.145 11.199 11.261 11.350
y_rep[545] 11.704 0.003 0.214 11.702 11.757 11.820 11.903
y_rep[546] 11.323 0.003 0.216 11.321 11.379 11.438 11.518
y_rep[547] 11.374 0.003 0.218 11.376 11.431 11.487 11.561
y_rep[548] 11.296 0.004 0.286 11.296 11.352 11.411 11.490
y_rep[549] 11.620 0.003 0.221 11.621 11.678 11.738 11.820
y_rep[550] 11.550 0.003 0.240 11.549 11.606 11.665 11.743
y_rep[551] 11.264 0.003 0.229 11.264 11.321 11.381 11.463
y_rep[552] 10.989 0.003 0.251 10.990 11.048 11.107 11.190
y_rep[553] 10.852 0.003 0.208 10.853 10.909 10.968 11.049
y_rep[554] 11.038 0.003 0.222 11.039 11.094 11.153 11.230
y_rep[555] 10.975 0.003 0.213 10.974 11.033 11.089 11.170
y_rep[556] 10.427 0.003 0.230 10.426 10.483 10.542 10.622
y_rep[557] 10.245 0.003 0.249 10.244 10.300 10.359 10.437
y_rep[558] 10.332 0.003 0.227 10.333 10.390 10.447 10.528
y_rep[559] 10.063 0.003 0.210 10.059 10.115 10.178 10.258
y_rep[560] 13.251 0.003 0.227 13.253 13.314 13.372 13.454
y_rep[561] 12.796 0.003 0.260 12.803 12.860 12.914 12.992
y_rep[562] 12.646 0.003 0.239 12.649 12.706 12.765 12.844
y_rep[563] 12.993 0.003 0.207 12.994 13.052 13.110 13.185
y_rep[564] 13.469 0.003 0.230 13.469 13.527 13.585 13.659
y_rep[565] 12.970 0.003 0.247 12.971 13.027 13.090 13.165
y_rep[566] 13.195 0.003 0.217 13.196 13.253 13.313 13.388
y_rep[567] 12.919 0.003 0.211 12.918 12.977 13.038 13.123
y_rep[568] 12.513 0.003 0.221 12.517 12.575 12.632 12.711
y_rep[569] 12.852 0.003 0.222 12.851 12.909 12.965 13.040
y_rep[570] 12.715 0.003 0.233 12.715 12.769 12.831 12.911
y_rep[571] 12.678 0.003 0.209 12.676 12.735 12.793 12.874
y_rep[572] 12.311 0.003 0.200 12.310 12.365 12.425 12.503
y_rep[573] 12.359 0.003 0.210 12.361 12.419 12.477 12.555
y_rep[574] 12.104 0.003 0.214 12.102 12.159 12.218 12.300
y_rep[575] 12.319 0.003 0.217 12.320 12.376 12.438 12.521
y_rep[576] 12.065 0.003 0.257 12.062 12.119 12.175 12.253
y_rep[577] 11.974 0.003 0.226 11.975 12.031 12.088 12.169
y_rep[578] 12.344 0.003 0.216 12.343 12.404 12.464 12.542
y_rep[579] 12.342 0.003 0.225 12.344 12.401 12.457 12.531
y_rep[580] 12.039 0.003 0.215 12.042 12.098 12.163 12.240
y_rep[581] 12.134 0.003 0.225 12.135 12.192 12.252 12.337
y_rep[582] 12.172 0.003 0.213 12.172 12.229 12.288 12.371
y_rep[583] 11.015 0.003 0.233 11.015 11.073 11.136 11.218
y_rep[584] 11.062 0.003 0.222 11.062 11.120 11.180 11.264
y_rep[585] 10.847 0.003 0.206 10.848 10.904 10.964 11.045
y_rep[586] 10.473 0.003 0.207 10.476 10.535 10.592 10.675
y_rep[587] 10.601 0.003 0.202 10.600 10.658 10.718 10.799
y_rep[588] 11.234 0.003 0.220 11.235 11.293 11.350 11.431
y_rep[589] 11.260 0.003 0.245 11.261 11.319 11.378 11.454
y_rep[590] 11.542 0.003 0.214 11.542 11.599 11.658 11.739
y_rep[591] 11.598 0.003 0.256 11.602 11.656 11.716 11.799
y_rep[592] 17.704 0.003 0.254 17.704 17.788 17.869 17.965
y_rep[593] 18.662 0.003 0.218 18.661 18.719 18.781 18.858
y_rep[594] 19.196 0.003 0.222 19.195 19.257 19.320 19.398
y_rep[595] 18.579 0.003 0.220 18.581 18.639 18.697 18.775
y_rep[596] 19.075 0.003 0.218 19.075 19.131 19.193 19.277
y_rep[597] 19.430 0.003 0.259 19.430 19.488 19.549 19.633
y_rep[598] 19.299 0.003 0.246 19.293 19.353 19.414 19.499
y_rep[599] 19.598 0.003 0.207 19.601 19.659 19.716 19.793
y_rep[600] 19.392 0.003 0.209 19.391 19.447 19.505 19.589
y_rep[601] 19.470 0.003 0.224 19.471 19.527 19.581 19.659
y_rep[602] 19.584 0.003 0.236 19.584 19.639 19.700 19.787
y_rep[603] 20.438 0.003 0.208 20.438 20.495 20.554 20.637
y_rep[604] 20.193 0.003 0.262 20.195 20.256 20.317 20.394
y_rep[605] 20.014 0.003 0.211 20.015 20.074 20.130 20.212
y_rep[606] 20.360 0.003 0.211 20.366 20.424 20.484 20.558
y_rep[607] 20.401 0.003 0.218 20.404 20.461 20.518 20.596
y_rep[608] 20.441 0.003 0.230 20.436 20.494 20.553 20.637
y_rep[609] 20.722 0.003 0.208 20.718 20.777 20.839 20.924
y_rep[610] 20.390 0.003 0.212 20.392 20.446 20.505 20.584
y_rep[611] 20.723 0.003 0.223 20.725 20.785 20.840 20.917
y_rep[612] 20.422 0.003 0.215 20.423 20.481 20.539 20.618
y_rep[613] 20.094 0.003 0.219 20.095 20.153 20.212 20.288
y_rep[614] 18.240 0.003 0.228 18.240 18.297 18.360 18.436
y_rep[615] 16.399 0.003 0.232 16.401 16.461 16.521 16.600
y_rep[616] 15.423 0.003 0.203 15.422 15.480 15.539 15.617
y_rep[617] 15.677 0.003 0.220 15.677 15.734 15.795 15.876
y_rep[618] 15.218 0.003 0.229 15.213 15.274 15.335 15.415
y_rep[619] 14.652 0.003 0.214 14.653 14.709 14.768 14.845
y_rep[620] 14.646 0.003 0.223 14.646 14.708 14.766 14.849
y_rep[621] 14.738 0.003 0.208 14.742 14.800 14.858 14.937
y_rep[622] 15.261 0.003 0.259 15.262 15.319 15.379 15.463
y_rep[623] 15.418 0.003 0.221 15.420 15.477 15.536 15.612
y_rep[624] 15.137 0.003 0.217 15.136 15.194 15.253 15.330
y_rep[625] 15.098 0.003 0.204 15.096 15.151 15.213 15.296
y_rep[626] 14.534 0.003 0.222 14.532 14.590 14.648 14.731
y_rep[627] 14.394 0.003 0.218 14.395 14.451 14.509 14.589
y_rep[628] 14.098 0.003 0.258 14.097 14.153 14.211 14.297
y_rep[629] 13.804 0.003 0.230 13.799 13.856 13.918 14.002
y_rep[630] 13.777 0.003 0.219 13.779 13.836 13.895 13.975
y_rep[631] 13.355 0.003 0.255 13.356 13.412 13.473 13.557
y_rep[632] 13.389 0.003 0.240 13.392 13.450 13.506 13.582
y_rep[633] 13.434 0.003 0.212 13.433 13.494 13.551 13.637
y_rep[634] 13.230 0.003 0.203 13.233 13.289 13.347 13.426
y_rep[635] 12.762 0.003 0.228 12.766 12.824 12.883 12.963
y_rep[636] 12.688 0.003 0.215 12.689 12.744 12.805 12.883
y_rep[637] 12.263 0.003 0.219 12.264 12.321 12.379 12.456
y_rep[638] 12.752 0.003 0.229 12.752 12.810 12.872 12.956
y_rep[639] 12.972 0.003 0.207 12.973 13.029 13.088 13.170
y_rep[640] 12.794 0.003 0.241 12.796 12.850 12.906 12.988
y_rep[641] 12.580 0.003 0.219 12.579 12.635 12.696 12.774
y_rep[642] 12.807 0.003 0.214 12.809 12.864 12.924 12.998
y_rep[643] 12.509 0.003 0.229 12.508 12.567 12.626 12.708
y_rep[644] 12.342 0.003 0.203 12.341 12.399 12.460 12.540
y_rep[645] 12.338 0.003 0.221 12.332 12.392 12.453 12.537
y_rep[646] 11.934 0.003 0.213 11.936 11.992 12.051 12.134
y_rep[647] 11.941 0.003 0.216 11.939 11.999 12.059 12.141
y_rep[648] 12.048 0.003 0.221 12.050 12.106 12.164 12.246
y_rep[649] 12.381 0.003 0.243 12.380 12.436 12.497 12.579
y_rep[650] 12.423 0.003 0.208 12.429 12.487 12.541 12.619
y_rep[651] 12.532 0.003 0.230 12.530 12.586 12.647 12.731
y_rep[652] 12.456 0.003 0.258 12.457 12.514 12.571 12.647
y_rep[653] 12.479 0.003 0.219 12.480 12.535 12.592 12.676
y_rep[654] 12.505 0.004 0.272 12.504 12.563 12.624 12.705
y_rep[655] 12.535 0.003 0.230 12.535 12.591 12.651 12.731
y_rep[656] 12.488 0.003 0.254 12.487 12.543 12.604 12.685
y_rep[657] 12.518 0.003 0.213 12.519 12.575 12.632 12.713
y_rep[658] 12.527 0.004 0.284 12.526 12.584 12.640 12.722
y_rep[659] 12.565 0.003 0.217 12.564 12.627 12.684 12.762
y_rep[660] 12.358 0.003 0.208 12.362 12.418 12.473 12.551
y_rep[661] 12.000 0.003 0.219 12.002 12.060 12.117 12.193
y_rep[662] 12.125 0.003 0.248 12.125 12.183 12.242 12.326
y_rep[663] 12.121 0.003 0.201 12.120 12.176 12.235 12.316
y_rep[664] 12.441 0.003 0.207 12.441 12.496 12.558 12.635
y_rep[665] 12.733 0.003 0.234 12.734 12.789 12.847 12.926
y_rep[666] 12.204 0.003 0.211 12.207 12.263 12.317 12.401
y_rep[667] 12.424 0.003 0.219 12.426 12.480 12.540 12.622
y_rep[668] 12.058 0.003 0.222 12.060 12.115 12.175 12.250
y_rep[669] 11.884 0.003 0.217 11.884 11.942 11.997 12.080
y_rep[670] 12.079 0.003 0.257 12.081 12.135 12.195 12.275
y_rep[671] 12.377 0.003 0.216 12.377 12.435 12.491 12.573
y_rep[672] 12.145 0.003 0.208 12.144 12.200 12.257 12.336
y_rep[673] 11.863 0.003 0.205 11.862 11.919 11.982 12.063
y_rep[674] 11.915 0.003 0.209 11.916 11.975 12.030 12.111
y_rep[675] 11.778 0.003 0.208 11.779 11.835 11.895 11.972
y_rep[676] 11.909 0.003 0.247 11.910 11.966 12.025 12.104
y_rep[677] 12.062 0.003 0.212 12.066 12.124 12.180 12.260
y_rep[678] 11.533 0.003 0.212 11.531 11.589 11.649 11.728
y_rep[679] 11.518 0.003 0.246 11.517 11.575 11.631 11.714
y_rep[680] 11.111 0.003 0.238 11.107 11.166 11.225 11.306
y_rep[681] 10.902 0.003 0.237 10.905 10.964 11.019 11.100
y_rep[682] 11.240 0.003 0.223 11.239 11.298 11.357 11.434
y_rep[683] 11.508 0.003 0.238 11.506 11.568 11.625 11.706
y_rep[684] 11.256 0.003 0.231 11.254 11.310 11.370 11.451
y_rep[685] 11.030 0.003 0.215 11.031 11.090 11.147 11.224
y_rep[686] 10.884 0.003 0.221 10.879 10.939 10.997 11.088
y_rep[687] 10.612 0.003 0.217 10.617 10.673 10.730 10.808
y_rep[688] 10.958 0.003 0.220 10.962 11.019 11.075 11.154
y_rep[689] 10.765 0.003 0.226 10.769 10.826 10.886 10.961
y_rep[690] 10.906 0.003 0.234 10.909 10.966 11.024 11.105
y_rep[691] 10.900 0.003 0.203 10.900 10.954 11.019 11.095
y_rep[692] 11.008 0.003 0.223 11.008 11.064 11.122 11.202
y_rep[693] 10.681 0.003 0.232 10.680 10.738 10.798 10.879
y_rep[694] 10.667 0.003 0.213 10.666 10.721 10.777 10.858
y_rep[695] 10.602 0.003 0.213 10.598 10.655 10.714 10.798
y_rep[696] 10.467 0.003 0.220 10.468 10.527 10.587 10.667
y_rep[697] 10.322 0.003 0.195 10.325 10.379 10.435 10.511
y_rep[698] 10.161 0.003 0.245 10.159 10.215 10.274 10.359
y_rep[699] 10.435 0.003 0.218 10.438 10.494 10.552 10.625
y_rep[700] 11.137 0.003 0.202 11.138 11.196 11.252 11.335
y_rep[701] 11.030 0.003 0.210 11.032 11.090 11.150 11.224
y_rep[702] 10.871 0.003 0.213 10.869 10.924 10.982 11.065
y_rep[703] 10.939 0.003 0.213 10.936 10.993 11.051 11.133
y_rep[704] 10.876 0.003 0.222 10.878 10.931 10.991 11.072
y_rep[705] 10.860 0.003 0.221 10.855 10.912 10.969 11.054
y_rep[706] 10.752 0.003 0.225 10.751 10.810 10.866 10.947
y_rep[707] 10.981 0.003 0.219 10.977 11.033 11.093 11.179
y_rep[708] 10.901 0.003 0.209 10.902 10.961 11.016 11.097
y_rep[709] 10.746 0.003 0.219 10.747 10.804 10.864 10.949
y_rep[710] 10.758 0.003 0.240 10.760 10.818 10.875 10.965
y_rep[711] 10.595 0.003 0.219 10.595 10.650 10.712 10.790
y_rep[712] 10.458 0.003 0.215 10.456 10.513 10.573 10.656
y_rep[713] 10.249 0.003 0.220 10.249 10.307 10.368 10.442
y_rep[714] 10.132 0.003 0.222 10.133 10.192 10.246 10.330
y_rep[715] 10.016 0.003 0.239 10.018 10.073 10.133 10.213
y_rep[716] 10.106 0.003 0.226 10.105 10.161 10.224 10.305
y_rep[717] 9.796 0.003 0.237 9.800 9.859 9.916 9.992
y_rep[718] 9.679 0.003 0.220 9.680 9.739 9.795 9.876
y_rep[719] 10.047 0.003 0.218 10.047 10.104 10.163 10.241
y_rep[720] 10.096 0.003 0.243 10.093 10.154 10.216 10.300
y_rep[721] 10.476 0.003 0.212 10.471 10.531 10.590 10.672
y_rep[722] 9.760 0.003 0.230 9.759 9.816 9.874 9.955
y_rep[723] 10.159 0.004 0.343 10.154 10.210 10.269 10.348
y_rep[724] 10.472 0.003 0.217 10.474 10.528 10.582 10.660
y_rep[725] 10.557 0.003 0.203 10.555 10.616 10.674 10.751
y_rep[726] 10.665 0.003 0.220 10.664 10.722 10.780 10.863
y_rep[727] 10.352 0.003 0.220 10.352 10.408 10.468 10.546
y_rep[728] 10.433 0.003 0.235 10.436 10.493 10.550 10.634
y_rep[729] 10.429 0.003 0.218 10.430 10.486 10.543 10.626
y_rep[730] 10.624 0.003 0.218 10.620 10.678 10.741 10.824
y_rep[731] 10.609 0.003 0.207 10.607 10.667 10.725 10.812
y_rep[732] 10.657 0.003 0.215 10.654 10.714 10.775 10.859
y_rep[733] 10.500 0.003 0.211 10.496 10.556 10.613 10.693
y_rep[734] 11.306 0.003 0.204 11.306 11.365 11.421 11.501
y_rep[735] 11.617 0.003 0.236 11.619 11.676 11.735 11.811
y_rep[736] 11.338 0.004 0.273 11.333 11.391 11.451 11.533
y_rep[737] 11.380 0.003 0.231 11.379 11.437 11.499 11.574
y_rep[738] 11.484 0.003 0.231 11.481 11.539 11.597 11.680
y_rep[739] 11.388 0.004 0.318 11.387 11.446 11.501 11.587
y_rep[740] 11.727 0.003 0.225 11.729 11.789 11.845 11.927
y_rep[741] 11.608 0.003 0.225 11.610 11.668 11.725 11.807
y_rep[742] 11.751 0.003 0.212 11.752 11.808 11.867 11.952
y_rep[743] 11.767 0.003 0.218 11.766 11.825 11.887 11.969
y_rep[744] 11.562 0.003 0.211 11.560 11.619 11.678 11.759
y_rep[745] 11.646 0.003 0.211 11.644 11.702 11.761 11.841
y_rep[746] 11.347 0.003 0.228 11.343 11.402 11.464 11.544
y_rep[747] 10.938 0.003 0.228 10.936 10.996 11.054 11.136
y_rep[748] 11.061 0.003 0.216 11.063 11.118 11.177 11.259
y_rep[749] 11.205 0.003 0.225 11.207 11.263 11.322 11.404
y_rep[750] 11.252 0.003 0.214 11.248 11.309 11.369 11.453
y_rep[751] 10.851 0.004 0.315 10.849 10.907 10.967 11.046
y_rep[752] 10.767 0.003 0.207 10.766 10.820 10.880 10.962
y_rep[753] 10.989 0.003 0.213 10.987 11.044 11.105 11.185
y_rep[754] 11.281 0.003 0.211 11.284 11.340 11.398 11.478
y_rep[755] 11.550 0.003 0.203 11.550 11.607 11.665 11.741
y_rep[756] 11.215 0.003 0.226 11.214 11.273 11.330 11.408
y_rep[757] 10.614 0.003 0.224 10.617 10.673 10.730 10.809
y_rep[758] 10.488 0.003 0.220 10.487 10.544 10.605 10.684
y_rep[759] 10.721 0.003 0.217 10.721 10.779 10.835 10.913
y_rep[760] 10.439 0.003 0.203 10.440 10.499 10.555 10.634
y_rep[761] 10.570 0.003 0.225 10.571 10.626 10.681 10.762
y_rep[762] 10.985 0.003 0.232 10.984 11.043 11.102 11.185
y_rep[763] 10.502 0.003 0.215 10.504 10.558 10.619 10.702
y_rep[764] 10.448 0.003 0.234 10.448 10.506 10.568 10.651
y_rep[765] 10.206 0.003 0.224 10.207 10.258 10.319 10.405
y_rep[766] 10.325 0.003 0.217 10.328 10.382 10.438 10.522
y_rep[767] 10.125 0.003 0.241 10.122 10.179 10.238 10.321
y_rep[768] 10.303 0.003 0.244 10.300 10.358 10.420 10.501
y_rep[769] 10.264 0.003 0.226 10.268 10.326 10.384 10.464
y_rep[770] 10.092 0.003 0.213 10.091 10.150 10.208 10.289
y_rep[771] 10.251 0.003 0.220 10.253 10.309 10.366 10.444
y_rep[772] 10.220 0.003 0.210 10.222 10.276 10.336 10.412
y_rep[773] 10.210 0.003 0.229 10.211 10.268 10.325 10.411
y_rep[774] 10.809 0.003 0.216 10.809 10.866 10.923 11.011
y_rep[775] 10.622 0.003 0.218 10.622 10.678 10.735 10.822
y_rep[776] 10.296 0.003 0.218 10.298 10.355 10.414 10.488
y_rep[777] 10.170 0.003 0.221 10.170 10.227 10.286 10.365
y_rep[778] 9.876 0.003 0.217 9.875 9.934 9.994 10.071
y_rep[779] 10.389 0.003 0.201 10.389 10.446 10.507 10.585
y_rep[780] 10.281 0.004 0.281 10.283 10.339 10.399 10.475
y_rep[781] 10.005 0.003 0.254 10.005 10.062 10.117 10.194
y_rep[782] 10.142 0.003 0.204 10.143 10.198 10.257 10.336
y_rep[783] 9.917 0.003 0.235 9.919 9.977 10.032 10.111
y_rep[784] 9.900 0.003 0.225 9.899 9.958 10.018 10.097
y_rep[785] 9.659 0.003 0.236 9.657 9.716 9.777 9.857
y_rep[786] 9.618 0.003 0.226 9.619 9.679 9.737 9.815
y_rep[787] 9.556 0.003 0.212 9.557 9.614 9.671 9.753
y_rep[788] 10.004 0.003 0.207 10.005 10.064 10.124 10.204
y_rep[789] 10.478 0.003 0.255 10.479 10.537 10.599 10.674
y_rep[790] 10.297 0.004 0.333 10.299 10.357 10.416 10.497
y_rep[791] 10.042 0.003 0.210 10.047 10.103 10.160 10.238
y_rep[792] 10.106 0.003 0.247 10.102 10.160 10.220 10.301
y_rep[793] 10.016 0.003 0.213 10.019 10.075 10.134 10.214
y_rep[794] 10.587 0.003 0.230 10.586 10.643 10.701 10.779
y_rep[795] 10.461 0.003 0.221 10.463 10.519 10.576 10.661
y_rep[796] 10.173 0.003 0.214 10.170 10.229 10.290 10.370
y_rep[797] 10.042 0.003 0.212 10.040 10.099 10.160 10.244
y_rep[798] 10.338 0.003 0.223 10.337 10.394 10.452 10.535
y_rep[799] 10.452 0.003 0.219 10.452 10.507 10.565 10.647
y_rep[800] 10.339 0.003 0.209 10.338 10.395 10.456 10.530
y_rep[801] 10.355 0.003 0.216 10.356 10.411 10.468 10.546
y_rep[802] 9.884 0.003 0.259 9.885 9.944 10.007 10.088
y_rep[803] 9.943 0.003 0.210 9.946 10.005 10.061 10.146
y_rep[804] 10.366 0.003 0.223 10.365 10.423 10.481 10.560
y_rep[805] 10.206 0.003 0.205 10.210 10.267 10.322 10.401
y_rep[806] 10.254 0.003 0.208 10.255 10.312 10.369 10.447
y_rep[807] 10.323 0.003 0.247 10.321 10.380 10.435 10.513
y_rep[808] 10.258 0.003 0.230 10.259 10.314 10.377 10.459
y_rep[809] 10.217 0.003 0.236 10.216 10.276 10.332 10.411
y_rep[810] 10.595 0.005 0.371 10.590 10.646 10.705 10.788
y_rep[811] 10.013 0.003 0.227 10.017 10.076 10.136 10.215
y_rep[812] 9.554 0.003 0.223 9.552 9.608 9.665 9.750
y_rep[813] 9.824 0.003 0.242 9.823 9.879 9.934 10.015
y_rep[814] 10.146 0.004 0.280 10.147 10.204 10.261 10.340
y_rep[815] 9.863 0.003 0.210 9.865 9.923 9.976 10.054
y_rep[816] 10.127 0.003 0.208 10.126 10.184 10.242 10.326
y_rep[817] 9.659 0.003 0.221 9.661 9.719 9.776 9.857
y_rep[818] 9.605 0.003 0.215 9.606 9.661 9.720 9.802
y_rep[819] 9.635 0.003 0.217 9.634 9.692 9.747 9.830
y_rep[820] 9.464 0.003 0.226 9.462 9.522 9.581 9.666
y_rep[821] 9.414 0.003 0.227 9.416 9.473 9.529 9.609
y_rep[822] 9.670 0.003 0.231 9.668 9.722 9.782 9.863
y_rep[823] 9.614 0.003 0.210 9.615 9.673 9.733 9.808
y_rep[824] 9.467 0.003 0.207 9.465 9.525 9.580 9.664
y_rep[825] 9.257 0.003 0.225 9.254 9.314 9.374 9.455
y_rep[826] 9.733 0.003 0.262 9.736 9.792 9.851 9.935
y_rep[827] 9.782 0.003 0.221 9.779 9.835 9.897 9.980
y_rep[828] 9.522 0.003 0.214 9.521 9.577 9.635 9.718
y_rep[829] 9.494 0.003 0.224 9.491 9.548 9.608 9.693
y_rep[830] 9.667 0.003 0.226 9.669 9.724 9.783 9.857
y_rep[831] 9.654 0.003 0.219 9.653 9.710 9.769 9.845
y_rep[832] 9.889 0.003 0.220 9.888 9.948 10.006 10.088
y_rep[833] 9.854 0.003 0.214 9.851 9.909 9.968 10.047
y_rep[834] 9.999 0.003 0.204 9.997 10.058 10.117 10.194
y_rep[835] 10.104 0.003 0.222 10.102 10.159 10.222 10.307
y_rep[836] 10.125 0.003 0.219 10.121 10.178 10.237 10.321
y_rep[837] 10.177 0.003 0.215 10.177 10.234 10.291 10.371
y_rep[838] 10.058 0.003 0.217 10.062 10.119 10.177 10.259
y_rep[839] 9.844 0.003 0.216 9.843 9.901 9.964 10.045
y_rep[840] 9.828 0.003 0.207 9.827 9.884 9.940 10.022
y_rep[841] 10.113 0.003 0.213 10.112 10.170 10.227 10.301
y_rep[842] 11.547 0.003 0.214 11.547 11.606 11.664 11.745
y_rep[843] 11.211 0.003 0.213 11.209 11.265 11.325 11.406
y_rep[844] 11.429 0.003 0.213 11.428 11.484 11.546 11.634
y_rep[845] 11.344 0.003 0.214 11.345 11.401 11.459 11.539
y_rep[846] 11.575 0.003 0.212 11.574 11.628 11.688 11.769
y_rep[847] 11.932 0.003 0.236 11.934 11.991 12.052 12.131
y_rep[848] 11.930 0.003 0.222 11.928 11.986 12.040 12.119
y_rep[849] 11.742 0.003 0.217 11.740 11.801 11.860 11.939
y_rep[850] 11.921 0.003 0.208 11.916 11.975 12.033 12.115
y_rep[851] 11.993 0.003 0.221 11.991 12.050 12.111 12.196
y_rep[852] 12.123 0.003 0.199 12.122 12.180 12.241 12.322
y_rep[853] 12.004 0.003 0.212 12.003 12.063 12.122 12.205
y_rep[854] 12.110 0.003 0.223 12.109 12.167 12.229 12.307
y_rep[855] 12.016 0.003 0.244 12.015 12.070 12.127 12.207
y_rep[856] 12.049 0.003 0.206 12.046 12.102 12.164 12.239
y_rep[857] 12.031 0.003 0.240 12.034 12.093 12.153 12.228
y_rep[858] 12.514 0.004 0.294 12.517 12.574 12.634 12.712
y_rep[859] 11.989 0.003 0.213 11.991 12.047 12.103 12.181
y_rep[860] 12.044 0.003 0.205 12.042 12.104 12.163 12.246
y_rep[861] 12.014 0.003 0.219 12.013 12.069 12.128 12.214
y_rep[862] 12.271 0.003 0.219 12.272 12.331 12.392 12.471
y_rep[863] 12.292 0.003 0.221 12.288 12.347 12.407 12.487
y_rep[864] 12.193 0.003 0.222 12.192 12.250 12.304 12.383
y_rep[865] 11.609 0.003 0.226 11.609 11.668 11.727 11.812
y_rep[866] 11.883 0.003 0.206 11.882 11.941 11.999 12.084
y_rep[867] 12.158 0.003 0.226 12.159 12.219 12.278 12.361
y_rep[868] 12.095 0.003 0.216 12.094 12.150 12.208 12.291
y_rep[869] 11.735 0.003 0.228 11.734 11.790 11.849 11.931
y_rep[870] 11.808 0.004 0.292 11.812 11.868 11.921 12.001
y_rep[871] 12.590 0.003 0.235 12.587 12.646 12.705 12.788
y_rep[872] 12.608 0.003 0.226 12.605 12.660 12.720 12.805
y_rep[873] 12.566 0.003 0.208 12.567 12.623 12.683 12.761
y_rep[874] 12.724 0.003 0.216 12.728 12.785 12.842 12.918
y_rep[875] 12.489 0.003 0.220 12.489 12.546 12.603 12.683
y_rep[876] 12.450 0.003 0.203 12.451 12.509 12.569 12.645
y_rep[877] 12.347 0.003 0.223 12.345 12.404 12.460 12.536
y_rep[878] 12.387 0.003 0.243 12.383 12.442 12.502 12.579
y_rep[879] 12.359 0.003 0.240 12.358 12.415 12.474 12.561
y_rep[880] 12.164 0.003 0.201 12.165 12.220 12.279 12.357
y_rep[881] 11.874 0.003 0.218 11.873 11.932 11.992 12.067
y_rep[882] 12.002 0.003 0.211 12.004 12.058 12.116 12.197
y_rep[883] 11.840 0.003 0.228 11.841 11.896 11.952 12.029
y_rep[884] 11.866 0.003 0.214 11.869 11.926 11.985 12.063
y_rep[885] 11.818 0.003 0.203 11.815 11.870 11.929 12.010
y_rep[886] 11.899 0.003 0.263 11.897 11.955 12.014 12.097
y_rep[887] 11.758 0.003 0.205 11.758 11.816 11.878 11.953
y_rep[888] 12.006 0.003 0.246 12.011 12.068 12.125 12.201
y_rep[889] 11.730 0.003 0.248 11.734 11.790 11.847 11.925
y_rep[890] 11.439 0.003 0.230 11.443 11.499 11.560 11.636
y_rep[891] 11.509 0.003 0.210 11.509 11.567 11.625 11.705
y_rep[892] 11.283 0.003 0.217 11.284 11.342 11.403 11.483
y_rep[893] 11.001 0.003 0.211 11.002 11.058 11.119 11.205
y_rep[894] 10.412 0.003 0.270 10.416 10.475 10.533 10.614
y_rep[895] 10.108 0.003 0.213 10.107 10.161 10.219 10.302
y_rep[896] 9.893 0.003 0.214 9.889 9.948 10.006 10.084
y_rep[897] 9.924 0.003 0.212 9.929 9.985 10.043 10.126
y_rep[898] 9.642 0.003 0.216 9.641 9.696 9.756 9.840
y_rep[899] 9.790 0.003 0.205 9.786 9.844 9.903 9.981
y_rep[900] 9.752 0.003 0.211 9.749 9.808 9.866 9.944
y_rep[901] 9.648 0.003 0.222 9.648 9.705 9.765 9.847
y_rep[902] 9.721 0.003 0.216 9.722 9.778 9.835 9.916
y_rep[903] 9.859 0.003 0.197 9.858 9.914 9.972 10.051
y_rep[904] 9.831 0.003 0.209 9.831 9.889 9.952 10.030
y_rep[905] 9.705 0.003 0.224 9.709 9.763 9.824 9.899
y_rep[906] 9.990 0.003 0.225 9.989 10.044 10.102 10.189
y_rep[907] 9.613 0.003 0.210 9.617 9.673 9.731 9.804
y_rep[908] 9.578 0.003 0.217 9.578 9.635 9.693 9.774
y_rep[909] 9.331 0.003 0.226 9.338 9.392 9.450 9.534
y_rep[910] 9.343 0.003 0.211 9.347 9.403 9.464 9.539
y_rep[911] 9.311 0.003 0.211 9.315 9.372 9.432 9.504
y_rep[912] 9.767 0.003 0.240 9.767 9.826 9.883 9.962
y_rep[913] 9.542 0.003 0.231 9.544 9.600 9.656 9.735
y_rep[914] 9.253 0.003 0.233 9.255 9.313 9.370 9.444
y_rep[915] 9.701 0.003 0.227 9.703 9.759 9.815 9.895
y_rep[916] 9.560 0.003 0.219 9.558 9.615 9.676 9.753
y_rep[917] 9.500 0.003 0.221 9.502 9.559 9.616 9.698
y_rep[918] 9.372 0.003 0.217 9.373 9.432 9.491 9.571
y_rep[919] 9.376 0.003 0.217 9.375 9.432 9.490 9.574
y_rep[920] 9.030 0.003 0.221 9.031 9.087 9.148 9.222
y_rep[921] 9.195 0.003 0.224 9.191 9.249 9.305 9.391
y_rep[922] 8.985 0.003 0.229 8.982 9.042 9.100 9.180
y_rep[923] 9.012 0.003 0.214 9.011 9.068 9.128 9.212
y_rep[924] 9.285 0.003 0.218 9.287 9.343 9.403 9.484
y_rep[925] 9.265 0.003 0.241 9.267 9.325 9.381 9.458
y_rep[926] 9.230 0.003 0.216 9.232 9.288 9.345 9.428
y_rep[927] 9.268 0.003 0.214 9.266 9.326 9.385 9.467
y_rep[928] 9.555 0.003 0.212 9.555 9.611 9.666 9.748
y_rep[929] 9.289 0.003 0.215 9.289 9.347 9.405 9.492
y_rep[930] 9.855 0.003 0.210 9.853 9.910 9.967 10.052
y_rep[931] 9.900 0.003 0.205 9.899 9.953 10.010 10.095
y_rep[932] 9.756 0.003 0.216 9.759 9.816 9.871 9.954
y_rep[933] 9.566 0.003 0.224 9.566 9.621 9.679 9.761
y_rep[934] 9.422 0.003 0.211 9.423 9.479 9.539 9.619
y_rep[935] 9.419 0.003 0.206 9.419 9.477 9.539 9.617
y_rep[936] 9.734 0.003 0.236 9.732 9.790 9.847 9.921
y_rep[937] 9.882 0.003 0.215 9.888 9.945 9.999 10.073
y_rep[938] 9.546 0.003 0.206 9.545 9.600 9.659 9.739
y_rep[939] 9.543 0.003 0.233 9.542 9.599 9.658 9.734
y_rep[940] 9.390 0.003 0.213 9.389 9.449 9.506 9.586
y_rep[941] 9.373 0.003 0.209 9.375 9.430 9.486 9.563
y_rep[942] 9.357 0.003 0.213 9.357 9.414 9.471 9.553
y_rep[943] 9.540 0.003 0.206 9.539 9.599 9.655 9.738
y_rep[944] 9.199 0.008 0.635 9.193 9.251 9.311 9.393
y_rep[945] 9.198 0.003 0.221 9.198 9.256 9.311 9.396
y_rep[946] 9.208 0.003 0.246 9.207 9.266 9.327 9.413
y_rep[947] 8.826 0.003 0.226 8.829 8.884 8.943 9.022
y_rep[948] 8.776 0.003 0.211 8.779 8.834 8.895 8.974
y_rep[949] 8.456 0.003 0.224 8.458 8.517 8.575 8.653
y_rep[950] 8.261 0.003 0.225 8.268 8.323 8.382 8.457
y_rep[951] 8.132 0.003 0.209 8.131 8.189 8.247 8.329
y_rep[952] 8.481 0.004 0.288 8.481 8.537 8.596 8.675
y_rep[953] 8.174 0.003 0.229 8.171 8.231 8.293 8.374
y_rep[954] 8.444 0.003 0.230 8.442 8.499 8.558 8.642
y_rep[955] 8.493 0.003 0.206 8.493 8.550 8.610 8.684
y_rep[956] 8.437 0.003 0.217 8.438 8.495 8.554 8.631
y_rep[957] 8.388 0.003 0.211 8.389 8.441 8.502 8.583
y_rep[958] 8.364 0.003 0.223 8.365 8.421 8.479 8.558
y_rep[959] 8.214 0.003 0.237 8.214 8.272 8.333 8.415
y_rep[960] 8.555 0.003 0.230 8.554 8.613 8.672 8.752
y_rep[961] 8.995 0.003 0.230 8.995 9.052 9.115 9.194
y_rep[962] 8.693 0.003 0.211 8.691 8.749 8.809 8.892
y_rep[963] 8.742 0.003 0.223 8.739 8.797 8.856 8.937
y_rep[964] 8.612 0.003 0.205 8.612 8.668 8.728 8.808
y_rep[965] 9.139 0.003 0.241 9.139 9.194 9.256 9.335
y_rep[966] 9.177 0.003 0.207 9.178 9.235 9.296 9.381
y_rep[967] 9.307 0.003 0.249 9.309 9.365 9.426 9.507
y_rep[968] 9.291 0.003 0.223 9.293 9.351 9.407 9.491
y_rep[969] 9.356 0.003 0.217 9.360 9.415 9.472 9.557
y_rep[970] 9.515 0.003 0.230 9.513 9.571 9.632 9.714
y_rep[971] 9.985 0.003 0.202 9.984 10.043 10.101 10.180
y_rep[972] 10.044 0.003 0.238 10.045 10.100 10.160 10.243
y_rep[973] 10.377 0.003 0.231 10.377 10.438 10.499 10.579
y_rep[974] 10.454 0.003 0.230 10.456 10.514 10.574 10.650
y_rep[975] 10.518 0.003 0.217 10.517 10.573 10.633 10.717
y_rep[976] 10.465 0.003 0.212 10.463 10.520 10.578 10.661
y_rep[977] 10.436 0.003 0.229 10.437 10.493 10.554 10.635
y_rep[978] 10.391 0.003 0.229 10.393 10.448 10.507 10.591
y_rep[979] 11.040 0.003 0.209 11.042 11.099 11.155 11.236
y_rep[980] 11.041 0.003 0.224 11.043 11.102 11.158 11.236
y_rep[981] 11.075 0.003 0.227 11.076 11.130 11.187 11.268
y_rep[982] 11.376 0.003 0.249 11.379 11.438 11.496 11.574
y_rep[983] 11.542 0.003 0.246 11.539 11.596 11.656 11.743
y_rep[984] 11.501 0.003 0.215 11.503 11.558 11.616 11.694
y_rep[985] 11.768 0.003 0.244 11.766 11.826 11.883 11.966
y_rep[986] 11.705 0.003 0.217 11.705 11.764 11.821 11.901
y_rep[987] 11.666 0.003 0.247 11.665 11.725 11.781 11.865
y_rep[988] 11.633 0.003 0.219 11.631 11.685 11.744 11.824
y_rep[989] 12.169 0.003 0.213 12.166 12.226 12.286 12.366
y_rep[990] 12.806 0.003 0.212 12.805 12.865 12.924 13.005
y_rep[991] 12.833 0.003 0.216 12.835 12.893 12.950 13.026
y_rep[992] 12.721 0.003 0.254 12.723 12.778 12.836 12.916
y_rep[993] 12.618 0.003 0.229 12.620 12.676 12.733 12.813
y_rep[994] 12.656 0.003 0.263 12.655 12.712 12.775 12.850
y_rep[995] 12.595 0.003 0.211 12.593 12.651 12.711 12.797
y_rep[996] 12.360 0.003 0.244 12.360 12.417 12.477 12.556
y_rep[997] 12.418 0.003 0.240 12.418 12.475 12.533 12.614
y_rep[998] 12.138 0.003 0.233 12.144 12.198 12.255 12.334
y_rep[999] 12.104 0.003 0.211 12.105 12.160 12.218 12.296
y_rep[1000] 12.279 0.003 0.214 12.279 12.337 12.395 12.481
y_rep[1001] 12.255 0.003 0.249 12.252 12.311 12.373 12.457
y_rep[1002] 11.836 0.003 0.212 11.834 11.892 11.949 12.036
y_rep[1003] 12.251 0.003 0.214 12.253 12.309 12.361 12.441
y_rep[1004] 12.023 0.003 0.216 12.023 12.080 12.137 12.212
y_rep[1005] 11.731 0.003 0.227 11.730 11.788 11.848 11.926
y_rep[1006] 11.731 0.004 0.271 11.729 11.787 11.848 11.926
y_rep[1007] 11.920 0.003 0.208 11.920 11.978 12.037 12.118
y_rep[1008] 11.614 0.003 0.228 11.613 11.671 11.730 11.806
y_rep[1009] 11.564 0.003 0.242 11.570 11.625 11.685 11.762
y_rep[1010] 11.466 0.003 0.209 11.464 11.522 11.577 11.660
y_rep[1011] 11.292 0.003 0.236 11.295 11.350 11.408 11.485
y_rep[1012] 10.551 0.004 0.274 10.547 10.603 10.665 10.748
y_rep[1013] 10.384 0.003 0.206 10.385 10.446 10.502 10.580
y_rep[1014] 10.431 0.003 0.213 10.432 10.490 10.550 10.633
y_rep[1015] 10.351 0.003 0.210 10.353 10.409 10.468 10.547
y_rep[1016] 10.273 0.003 0.211 10.272 10.330 10.390 10.469
y_rep[1017] 10.202 0.003 0.245 10.198 10.255 10.315 10.401
y_rep[1018] 10.273 0.003 0.220 10.273 10.331 10.390 10.469
y_rep[1019] 10.539 0.003 0.214 10.536 10.595 10.654 10.736
y_rep[1020] 10.784 0.003 0.212 10.783 10.841 10.901 10.987
y_rep[1021] 11.097 0.003 0.227 11.093 11.153 11.210 11.298
y_rep[1022] 11.074 0.003 0.241 11.077 11.132 11.190 11.273
y_rep[1023] 10.729 0.003 0.200 10.729 10.786 10.844 10.927
y_rep[1024] 10.797 0.003 0.215 10.795 10.853 10.918 11.001
y_rep[1025] 11.308 0.004 0.283 11.303 11.358 11.419 11.498
y_rep[1026] 10.704 0.003 0.235 10.702 10.759 10.819 10.897
y_rep[1027] 10.703 0.003 0.224 10.703 10.758 10.816 10.899
y_rep[1028] 10.525 0.003 0.253 10.524 10.582 10.640 10.721
y_rep[1029] 10.670 0.003 0.215 10.672 10.727 10.787 10.868
y_rep[1030] 10.574 0.003 0.217 10.572 10.629 10.690 10.770
y_rep[1031] 10.476 0.003 0.233 10.481 10.537 10.596 10.675
y_rep[1032] 10.571 0.003 0.200 10.574 10.631 10.687 10.762
y_rep[1033] 10.699 0.003 0.226 10.699 10.757 10.817 10.902
y_rep[1034] 10.766 0.007 0.526 10.772 10.829 10.886 10.971
y_rep[1035] 10.720 0.003 0.217 10.718 10.776 10.836 10.922
y_rep[1036] 10.653 0.003 0.224 10.650 10.707 10.767 10.848
y_rep[1037] 10.863 0.005 0.354 10.862 10.921 10.978 11.061
y_rep[1038] 11.292 0.003 0.219 11.291 11.348 11.409 11.493
y_rep[1039] 11.466 0.003 0.217 11.466 11.526 11.580 11.659
y_rep[1040] 11.452 0.003 0.225 11.454 11.511 11.570 11.652
y_rep[1041] 11.325 0.003 0.267 11.322 11.381 11.440 11.526
y_rep[1042] 10.928 0.003 0.213 10.927 10.985 11.046 11.130
y_rep[1043] 10.889 0.003 0.230 10.891 10.945 11.005 11.086
y_rep[1044] 10.735 0.003 0.207 10.738 10.794 10.851 10.932
y_rep[1045] 10.968 0.003 0.221 10.969 11.028 11.087 11.165
y_rep[1046] 10.811 0.003 0.230 10.811 10.868 10.927 11.006
y_rep[1047] 10.692 0.003 0.237 10.690 10.747 10.808 10.893
y_rep[1048] 10.675 0.003 0.218 10.672 10.729 10.786 10.870
y_rep[1049] 10.584 0.003 0.216 10.588 10.646 10.703 10.781
y_rep[1050] 10.584 0.003 0.207 10.584 10.646 10.704 10.786
y_rep[1051] 10.817 0.003 0.225 10.809 10.870 10.928 11.016
y_rep[1052] 10.578 0.003 0.245 10.577 10.634 10.695 10.770
y_rep[1053] 10.228 0.003 0.216 10.223 10.283 10.344 10.422
y_rep[1054] 10.161 0.003 0.269 10.162 10.218 10.276 10.352
y_rep[1055] 10.123 0.003 0.206 10.128 10.185 10.243 10.322
y_rep[1056] 9.875 0.003 0.227 9.874 9.933 9.991 10.078
y_rep[1057] 10.071 0.003 0.204 10.068 10.126 10.188 10.266
y_rep[1058] 10.054 0.003 0.223 10.050 10.109 10.167 10.247
y_rep[1059] 9.729 0.003 0.220 9.730 9.789 9.844 9.924
y_rep[1060] 9.402 0.003 0.209 9.404 9.461 9.518 9.599
y_rep[1061] 8.774 0.003 0.206 8.776 8.831 8.888 8.968
y_rep[1062] 8.614 0.003 0.262 8.618 8.675 8.732 8.814
y_rep[1063] 8.892 0.003 0.217 8.895 8.951 9.009 9.097
y_rep[1064] 9.218 0.003 0.273 9.222 9.276 9.337 9.419
y_rep[1065] 9.183 0.003 0.207 9.181 9.238 9.296 9.381
y_rep[1066] 8.730 0.003 0.234 8.732 8.793 8.852 8.930
y_rep[1067] 8.709 0.004 0.284 8.710 8.767 8.824 8.905
y_rep[1068] 9.451 0.003 0.231 9.453 9.509 9.572 9.652
y_rep[1069] 9.437 0.003 0.212 9.441 9.496 9.553 9.635
y_rep[1070] 9.528 0.003 0.210 9.529 9.587 9.641 9.722
y_rep[1071] 9.429 0.003 0.218 9.424 9.484 9.543 9.623
y_rep[1072] 8.972 0.003 0.205 8.970 9.026 9.087 9.168
y_rep[1073] 8.778 0.003 0.222 8.780 8.837 8.894 8.972
y_rep[1074] 8.964 0.003 0.236 8.970 9.026 9.082 9.162
y_rep[1075] 9.086 0.003 0.225 9.086 9.141 9.203 9.287
y_rep[1076] 9.466 0.003 0.240 9.469 9.522 9.586 9.670
y_rep[1077] 9.323 0.003 0.213 9.323 9.384 9.442 9.522
y_rep[1078] 9.067 0.003 0.225 9.062 9.122 9.178 9.262
y_rep[1079] 8.980 0.004 0.275 8.978 9.037 9.097 9.178
y_rep[1080] 8.640 0.003 0.216 8.641 8.697 8.752 8.837
y_rep[1081] 8.880 0.003 0.250 8.880 8.940 9.001 9.083
y_rep[1082] 8.874 0.003 0.209 8.874 8.932 8.988 9.067
y_rep[1083] 9.106 0.003 0.213 9.104 9.161 9.220 9.303
y_rep[1084] 9.115 0.003 0.238 9.114 9.171 9.230 9.311
y_rep[1085] 8.925 0.003 0.225 8.927 8.983 9.040 9.125
y_rep[1086] 8.851 0.003 0.217 8.853 8.911 8.966 9.048
y_rep[1087] 8.681 0.003 0.235 8.679 8.738 8.797 8.870
y_rep[1088] 8.558 0.003 0.255 8.559 8.616 8.677 8.755
y_rep[1089] 8.683 0.003 0.216 8.686 8.740 8.797 8.883
y_rep[1090] 8.472 0.003 0.214 8.472 8.528 8.587 8.662
y_rep[1091] 8.057 0.003 0.203 8.056 8.114 8.174 8.256
y_rep[1092] 7.774 0.003 0.223 7.774 7.831 7.889 7.976
y_rep[1093] 7.854 0.003 0.210 7.854 7.913 7.974 8.054
y_rep[1094] 7.793 0.003 0.213 7.792 7.852 7.910 7.989
y_rep[1095] 8.855 0.003 0.233 8.855 8.914 8.974 9.047
y_rep[1096] 8.995 0.003 0.223 8.997 9.052 9.110 9.185
y_rep[1097] 9.041 0.003 0.253 9.040 9.097 9.158 9.241
y_rep[1098] 8.900 0.003 0.220 8.898 8.955 9.016 9.089
y_rep[1099] 8.878 0.003 0.215 8.874 8.934 8.991 9.071
y_rep[1100] 8.767 0.003 0.209 8.763 8.821 8.881 8.968
y_rep[1101] 8.808 0.003 0.217 8.806 8.866 8.927 9.006
y_rep[1102] 8.758 0.003 0.218 8.760 8.815 8.872 8.955
y_rep[1103] 8.554 0.003 0.211 8.552 8.610 8.665 8.744
y_rep[1104] 8.567 0.003 0.227 8.567 8.622 8.681 8.765
y_rep[1105] 8.586 0.003 0.216 8.588 8.646 8.706 8.785
y_rep[1106] 8.407 0.003 0.207 8.410 8.467 8.523 8.596
y_rep[1107] 8.562 0.003 0.240 8.562 8.620 8.678 8.759
y_rep[1108] 8.401 0.003 0.249 8.396 8.455 8.518 8.604
y_rep[1109] 8.617 0.003 0.213 8.617 8.673 8.734 8.817
y_rep[1110] 9.002 0.003 0.209 9.000 9.058 9.117 9.197
y_rep[1111] 8.996 0.004 0.291 8.996 9.053 9.106 9.182
y_rep[1112] 8.770 0.003 0.229 8.769 8.826 8.883 8.964
y_rep[1113] 8.908 0.003 0.210 8.908 8.967 9.026 9.105
y_rep[1114] 8.823 0.003 0.227 8.827 8.879 8.938 9.017
y_rep[1115] 8.700 0.003 0.212 8.702 8.760 8.817 8.896
y_rep[1116] 8.910 0.003 0.243 8.911 8.968 9.025 9.111
y_rep[1117] 9.352 0.003 0.218 9.352 9.411 9.473 9.554
y_rep[1118] 8.558 0.003 0.214 8.560 8.617 8.674 8.750
y_rep[1119] 8.652 0.003 0.216 8.649 8.708 8.770 8.849
y_rep[1120] 8.447 0.003 0.217 8.444 8.501 8.561 8.644
y_rep[1121] 8.285 0.004 0.256 8.287 8.344 8.402 8.479
y_rep[1122] 8.680 0.003 0.228 8.679 8.737 8.798 8.885
y_rep[1123] 8.652 0.003 0.222 8.652 8.713 8.774 8.850
y_rep[1124] 8.528 0.003 0.207 8.528 8.585 8.646 8.723
y_rep[1125] 9.313 0.003 0.219 9.313 9.371 9.428 9.511
y_rep[1126] 9.279 0.003 0.204 9.283 9.338 9.390 9.469
y_rep[1127] 9.404 0.003 0.217 9.404 9.461 9.519 9.596
y_rep[1128] 9.353 0.003 0.218 9.352 9.410 9.468 9.553
y_rep[1129] 9.475 0.003 0.221 9.475 9.531 9.588 9.668
y_rep[1130] 9.488 0.003 0.226 9.487 9.544 9.602 9.679
y_rep[1131] 9.582 0.003 0.233 9.582 9.639 9.699 9.775
y_rep[1132] 9.406 0.003 0.226 9.406 9.462 9.520 9.608
y_rep[1133] 9.043 0.003 0.224 9.044 9.101 9.158 9.232
y_rep[1134] 9.084 0.004 0.300 9.081 9.142 9.200 9.289
y_rep[1135] 9.440 0.003 0.250 9.441 9.498 9.555 9.638
y_rep[1136] 9.488 0.003 0.228 9.485 9.543 9.600 9.687
y_rep[1137] 9.586 0.003 0.216 9.588 9.646 9.703 9.782
y_rep[1138] 9.536 0.003 0.232 9.539 9.596 9.655 9.732
y_rep[1139] 9.502 0.003 0.221 9.500 9.558 9.617 9.701
y_rep[1140] 9.366 0.003 0.220 9.363 9.420 9.478 9.566
y_rep[1141] 9.308 0.003 0.240 9.309 9.368 9.428 9.504
y_rep[1142] 9.202 0.003 0.213 9.201 9.263 9.322 9.401
y_rep[1143] 9.249 0.003 0.261 9.252 9.308 9.366 9.448
y_rep[1144] 9.282 0.003 0.220 9.284 9.339 9.398 9.478
y_rep[1145] 9.966 0.003 0.218 9.965 10.023 10.080 10.157
y_rep[1146] 9.874 0.003 0.238 9.875 9.931 9.991 10.072
y_rep[1147] 10.419 0.003 0.222 10.415 10.473 10.535 10.615
y_rep[1148] 10.005 0.003 0.216 10.007 10.063 10.119 10.205
y_rep[1149] 10.643 0.003 0.202 10.642 10.702 10.756 10.838
y_rep[1150] 10.401 0.003 0.226 10.405 10.459 10.515 10.597
y_rep[1151] 10.378 0.003 0.221 10.382 10.437 10.498 10.580
y_rep[1152] 10.316 0.003 0.208 10.318 10.373 10.431 10.511
y_rep[1153] 10.225 0.003 0.228 10.224 10.282 10.338 10.420
y_rep[1154] 10.506 0.003 0.201 10.507 10.566 10.623 10.701
y_rep[1155] 11.999 0.003 0.242 11.995 12.053 12.113 12.202
y_rep[1156] 11.226 0.003 0.221 11.225 11.280 11.343 11.428
y_rep[1157] 11.048 0.003 0.246 11.045 11.102 11.161 11.246
y_rep[1158] 11.173 0.003 0.234 11.172 11.229 11.288 11.375
y_rep[1159] 11.049 0.003 0.217 11.046 11.102 11.161 11.249
y_rep[1160] 10.982 0.003 0.225 10.981 11.042 11.104 11.175
y_rep[1161] 11.127 0.003 0.229 11.125 11.181 11.238 11.318
y_rep[1162] 10.966 0.003 0.205 10.964 11.020 11.076 11.159
y_rep[1163] 10.906 0.003 0.210 10.908 10.968 11.025 11.107
y_rep[1164] 10.991 0.003 0.216 10.989 11.046 11.104 11.187
y_rep[1165] 11.044 0.003 0.216 11.046 11.104 11.163 11.238
y_rep[1166] 11.048 0.006 0.432 11.041 11.097 11.158 11.235
y_rep[1167] 11.204 0.003 0.222 11.205 11.260 11.316 11.396
y_rep[1168] 10.854 0.003 0.227 10.854 10.909 10.969 11.048
y_rep[1169] 10.679 0.003 0.217 10.678 10.735 10.794 10.869
y_rep[1170] 10.567 0.003 0.215 10.560 10.619 10.680 10.766
y_rep[1171] 10.368 0.003 0.237 10.369 10.429 10.487 10.558
y_rep[1172] 9.944 0.003 0.211 9.947 10.003 10.060 10.137
y_rep[1173] 10.258 0.003 0.228 10.257 10.312 10.375 10.457
y_rep[1174] 10.149 0.003 0.218 10.151 10.209 10.268 10.348
y_rep[1175] 10.129 0.003 0.227 10.127 10.183 10.241 10.321
y_rep[1176] 10.193 0.003 0.216 10.192 10.251 10.309 10.389
y_rep[1177] 9.998 0.003 0.230 9.995 10.053 10.113 10.194
y_rep[1178] 9.468 0.003 0.217 9.468 9.525 9.584 9.664
y_rep[1179] 9.627 0.003 0.212 9.627 9.681 9.742 9.822
y_rep[1180] 9.713 0.003 0.218 9.713 9.771 9.832 9.913
y_rep[1181] 9.635 0.003 0.215 9.630 9.687 9.749 9.831
y_rep[1182] 9.572 0.003 0.262 9.570 9.626 9.687 9.762
y_rep[1183] 9.495 0.003 0.224 9.494 9.552 9.610 9.691
y_rep[1184] 9.970 0.003 0.215 9.969 10.027 10.085 10.160
y_rep[1185] 10.059 0.003 0.237 10.058 10.116 10.175 10.258
y_rep[1186] 9.936 0.003 0.227 9.934 9.993 10.051 10.126
y_rep[1187] 9.717 0.003 0.226 9.717 9.774 9.832 9.910
y_rep[1188] 10.213 0.003 0.220 10.213 10.271 10.333 10.418
y_rep[1189] 10.296 0.003 0.250 10.295 10.354 10.412 10.493
y_rep[1190] 10.060 0.003 0.227 10.063 10.119 10.178 10.262
y_rep[1191] 10.194 0.003 0.237 10.196 10.250 10.311 10.393
y_rep[1192] 10.023 0.005 0.384 10.025 10.084 10.141 10.223
y_rep[1193] 10.302 0.003 0.207 10.303 10.360 10.415 10.498
y_rep[1194] 10.443 0.003 0.212 10.446 10.501 10.565 10.643
y_rep[1195] 10.216 0.003 0.232 10.217 10.271 10.330 10.413
y_rep[1196] 11.373 0.003 0.231 11.377 11.436 11.492 11.572
y_rep[1197] 11.513 0.003 0.235 11.517 11.573 11.633 11.713
y_rep[1198] 11.304 0.003 0.207 11.302 11.359 11.416 11.501
y_rep[1199] 11.388 0.003 0.218 11.387 11.446 11.503 11.583
y_rep[1200] 11.488 0.003 0.242 11.491 11.547 11.607 11.691
y_rep[1201] 11.285 0.003 0.253 11.284 11.342 11.403 11.489
y_rep[1202] 11.108 0.003 0.233 11.106 11.163 11.223 11.304
y_rep[1203] 11.219 0.003 0.206 11.219 11.275 11.335 11.412
y_rep[1204] 11.022 0.003 0.214 11.021 11.079 11.140 11.221
y_rep[1205] 11.006 0.003 0.232 11.006 11.064 11.124 11.202
y_rep[1206] 11.056 0.003 0.194 11.055 11.110 11.171 11.247
y_rep[1207] 10.906 0.003 0.220 10.907 10.964 11.020 11.105
y_rep[1208] 10.863 0.005 0.352 10.861 10.917 10.974 11.058
y_rep[1209] 11.005 0.003 0.212 11.004 11.064 11.120 11.196
y_rep[1210] 10.958 0.003 0.201 10.957 11.014 11.074 11.152
y_rep[1211] 10.539 0.002 0.194 10.540 10.595 10.652 10.728
y_rep[1212] 10.644 0.003 0.200 10.645 10.704 10.761 10.841
y_rep[1213] 10.589 0.003 0.212 10.591 10.648 10.704 10.788
y_rep[1214] 10.579 0.003 0.222 10.577 10.635 10.694 10.777
y_rep[1215] 11.091 0.003 0.213 11.093 11.152 11.209 11.291
y_rep[1216] 11.063 0.003 0.222 11.061 11.119 11.177 11.254
y_rep[1217] 10.736 0.005 0.371 10.739 10.796 10.853 10.935
y_rep[1218] 10.691 0.003 0.207 10.695 10.751 10.809 10.886
y_rep[1219] 9.840 0.003 0.239 9.834 9.896 9.957 10.033
y_rep[1220] 9.528 0.003 0.248 9.530 9.587 9.643 9.722
y_rep[1221] 10.021 0.003 0.226 10.020 10.079 10.136 10.216
y_rep[1222] 10.426 0.003 0.226 10.429 10.485 10.546 10.625
y_rep[1223] 9.823 0.003 0.216 9.822 9.882 9.943 10.020
y_rep[1224] 10.016 0.003 0.218 10.017 10.073 10.132 10.212
y_rep[1225] 9.841 0.003 0.229 9.842 9.903 9.960 10.042
y_rep[1226] 9.917 0.003 0.205 9.917 9.973 10.031 10.118
y_rep[1227] 10.244 0.003 0.232 10.240 10.298 10.360 10.442
y_rep[1228] 10.267 0.003 0.223 10.271 10.328 10.388 10.468
y_rep[1229] 10.053 0.003 0.211 10.052 10.108 10.167 10.244
y_rep[1230] 9.933 0.003 0.221 9.933 9.993 10.050 10.130
y_rep[1231] 9.738 0.003 0.214 9.736 9.793 9.852 9.932
y_rep[1232] 9.694 0.003 0.231 9.696 9.750 9.807 9.881
y_rep[1233] 9.563 0.003 0.213 9.566 9.623 9.679 9.758
y_rep[1234] 9.535 0.003 0.213 9.533 9.592 9.648 9.730
y_rep[1235] 9.436 0.002 0.190 9.436 9.492 9.553 9.627
y_rep[1236] 9.247 0.003 0.228 9.245 9.299 9.358 9.435
y_rep[1237] 9.359 0.003 0.199 9.359 9.414 9.476 9.555
y_rep[1238] 9.073 0.003 0.222 9.073 9.133 9.192 9.275
y_rep[1239] 9.297 0.003 0.212 9.300 9.356 9.411 9.488
y_rep[1240] 9.095 0.003 0.205 9.093 9.150 9.207 9.288
y_rep[1241] 9.060 0.003 0.215 9.059 9.114 9.180 9.259
y_rep[1242] 9.238 0.003 0.233 9.238 9.293 9.350 9.428
y_rep[1243] 9.273 0.003 0.214 9.277 9.331 9.385 9.466
y_rep[1244] 8.997 0.003 0.204 8.992 9.052 9.114 9.192
y_rep[1245] 8.869 0.006 0.463 8.861 8.921 8.979 9.067
y_rep[1246] 9.076 0.003 0.214 9.076 9.133 9.193 9.272
y_rep[1247] 8.967 0.003 0.218 8.968 9.024 9.083 9.166
y_rep[1248] 8.754 0.003 0.237 8.752 8.811 8.873 8.949
y_rep[1249] 8.678 0.003 0.231 8.680 8.736 8.793 8.874
y_rep[1250] 8.443 0.003 0.208 8.445 8.504 8.562 8.638
y_rep[1251] 8.279 0.003 0.237 8.282 8.339 8.397 8.476
y_rep[1252] 8.292 0.003 0.231 8.291 8.350 8.410 8.490
y_rep[1253] 8.220 0.003 0.224 8.219 8.277 8.335 8.416
y_rep[1254] 8.422 0.003 0.228 8.420 8.477 8.536 8.617
y_rep[1255] 8.254 0.003 0.208 8.252 8.305 8.362 8.445
y_rep[1256] 8.294 0.003 0.209 8.296 8.353 8.409 8.486
y_rep[1257] 9.390 0.003 0.224 9.393 9.448 9.502 9.582
y_rep[1258] 9.570 0.003 0.199 9.566 9.624 9.683 9.766
y_rep[1259] 9.371 0.003 0.211 9.368 9.427 9.486 9.561
y_rep[1260] 9.467 0.003 0.205 9.467 9.523 9.583 9.661
y_rep[1261] 9.216 0.003 0.230 9.216 9.272 9.329 9.413
y_rep[1262] 8.791 0.003 0.232 8.792 8.848 8.905 8.983
y_rep[1263] 9.053 0.002 0.195 9.056 9.113 9.170 9.246
y_rep[1264] 9.338 0.003 0.235 9.339 9.396 9.459 9.543
y_rep[1265] 9.035 0.003 0.246 9.036 9.091 9.151 9.234
y_rep[1266] 8.849 0.003 0.202 8.846 8.907 8.967 9.048
y_rep[1267] 8.948 0.003 0.210 8.948 9.005 9.063 9.145
y_rep[1268] 8.851 0.003 0.225 8.853 8.912 8.970 9.050
y_rep[1269] 8.864 0.003 0.206 8.866 8.922 8.982 9.057
y_rep[1270] 9.079 0.003 0.218 9.079 9.138 9.195 9.270
y_rep[1271] 9.132 0.003 0.207 9.133 9.191 9.248 9.323
y_rep[1272] 9.163 0.003 0.221 9.162 9.219 9.278 9.362
y_rep[1273] 9.252 0.003 0.226 9.253 9.311 9.373 9.448
y_rep[1274] 9.391 0.003 0.216 9.388 9.448 9.507 9.590
y_rep[1275] 9.337 0.003 0.225 9.339 9.399 9.455 9.530
y_rep[1276] 9.382 0.003 0.215 9.381 9.438 9.497 9.583
y_rep[1277] 9.272 0.003 0.226 9.270 9.329 9.390 9.476
y_rep[1278] 9.217 0.003 0.210 9.219 9.278 9.337 9.417
y_rep[1279] 9.106 0.003 0.212 9.102 9.158 9.220 9.304
y_rep[1280] 8.674 0.003 0.226 8.673 8.731 8.789 8.867
y_rep[1281] 8.532 0.003 0.250 8.533 8.591 8.647 8.727
y_rep[1282] 8.866 0.003 0.237 8.865 8.919 8.979 9.062
y_rep[1283] 8.586 0.003 0.226 8.591 8.646 8.701 8.784
y_rep[1284] 8.450 0.003 0.238 8.448 8.506 8.562 8.641
y_rep[1285] 8.585 0.003 0.222 8.586 8.641 8.699 8.779
y_rep[1286] 8.216 0.003 0.251 8.216 8.272 8.331 8.408
y_rep[1287] 8.014 0.003 0.208 8.014 8.072 8.129 8.209
y_rep[1288] 9.185 0.003 0.265 9.180 9.240 9.297 9.377
y_rep[1289] 8.959 0.003 0.221 8.960 9.018 9.073 9.152
y_rep[1290] 8.916 0.003 0.225 8.918 8.974 9.036 9.121
y_rep[1291] 8.992 0.003 0.216 8.992 9.049 9.107 9.187
y_rep[1292] 8.831 0.003 0.241 8.831 8.890 8.950 9.028
y_rep[1293] 8.507 0.003 0.208 8.510 8.566 8.622 8.700
y_rep[1294] 8.450 0.003 0.228 8.448 8.507 8.568 8.647
y_rep[1295] 8.333 0.003 0.246 8.335 8.391 8.450 8.532
y_rep[1296] 8.165 0.003 0.224 8.170 8.226 8.290 8.370
y_rep[1297] 8.101 0.003 0.228 8.105 8.161 8.216 8.291
y_rep[1298] 8.097 0.003 0.243 8.095 8.149 8.210 8.298
y_rep[1299] 7.787 0.003 0.212 7.790 7.845 7.902 7.986
y_rep[1300] 7.987 0.003 0.221 7.987 8.045 8.101 8.177
y_rep[1301] 7.704 0.003 0.225 7.703 7.760 7.817 7.902
y_rep[1302] 7.881 0.003 0.209 7.878 7.933 7.993 8.073
y_rep[1303] 7.903 0.003 0.218 7.906 7.963 8.019 8.097
y_rep[1304] 7.930 0.003 0.210 7.927 7.984 8.042 8.123
y_rep[1305] 7.938 0.003 0.236 7.934 7.991 8.050 8.140
y_rep[1306] 8.266 0.004 0.302 8.266 8.327 8.387 8.465
y_rep[1307] 8.075 0.003 0.216 8.071 8.130 8.192 8.267
y_rep[1308] 8.007 0.003 0.216 8.009 8.065 8.122 8.204
y_rep[1309] 8.038 0.003 0.240 8.037 8.093 8.151 8.238
y_rep[1310] 8.312 0.003 0.223 8.310 8.366 8.427 8.505
y_rep[1311] 7.813 0.003 0.210 7.813 7.872 7.930 8.013
y_rep[1312] 8.395 0.003 0.215 8.392 8.451 8.509 8.593
y_rep[1313] 8.282 0.003 0.215 8.281 8.338 8.400 8.482
y_rep[1314] 8.392 0.003 0.218 8.395 8.450 8.509 8.586
y_rep[1315] 8.307 0.004 0.286 8.307 8.365 8.425 8.506
y_rep[1316] 8.228 0.003 0.221 8.227 8.284 8.343 8.426
y_rep[1317] 8.426 0.003 0.241 8.426 8.485 8.541 8.620
y_rep[1318] 8.423 0.003 0.203 8.426 8.481 8.538 8.614
y_rep[1319] 9.489 0.003 0.211 9.488 9.546 9.606 9.686
y_rep[1320] 9.697 0.003 0.211 9.696 9.752 9.813 9.896
y_rep[1321] 9.539 0.003 0.245 9.541 9.598 9.654 9.729
y_rep[1322] 9.635 0.003 0.244 9.636 9.693 9.754 9.833
y_rep[1323] 9.525 0.003 0.224 9.529 9.585 9.644 9.722
y_rep[1324] 9.592 0.003 0.233 9.591 9.650 9.707 9.784
y_rep[1325] 10.051 0.003 0.253 10.050 10.110 10.168 10.256
y_rep[1326] 9.757 0.003 0.222 9.756 9.813 9.874 9.949
y_rep[1327] 9.643 0.003 0.231 9.646 9.703 9.761 9.836
y_rep[1328] 9.623 0.003 0.204 9.623 9.679 9.739 9.827
y_rep[1329] 9.503 0.003 0.200 9.501 9.559 9.617 9.701
y_rep[1330] 9.702 0.003 0.225 9.702 9.758 9.815 9.900
y_rep[1331] 10.031 0.003 0.202 10.029 10.085 10.146 10.228
y_rep[1332] 9.816 0.003 0.227 9.815 9.875 9.934 10.011
y_rep[1333] 9.650 0.003 0.211 9.652 9.709 9.769 9.847
y_rep[1334] 9.596 0.003 0.211 9.598 9.651 9.708 9.795
y_rep[1335] 9.447 0.003 0.213 9.448 9.504 9.563 9.643
y_rep[1336] 9.844 0.003 0.235 9.843 9.897 9.958 10.044
y_rep[1337] 9.921 0.003 0.221 9.917 9.976 10.038 10.126
y_rep[1338] 9.632 0.003 0.213 9.631 9.690 9.752 9.830
y_rep[1339] 9.623 0.003 0.229 9.621 9.678 9.738 9.816
y_rep[1340] 9.686 0.005 0.401 9.692 9.752 9.809 9.889
y_rep[1341] 9.732 0.003 0.231 9.734 9.793 9.853 9.940
y_rep[1342] 9.910 0.003 0.235 9.911 9.968 10.026 10.107
y_rep[1343] 9.893 0.003 0.243 9.890 9.948 10.004 10.088
y_rep[1344] 9.935 0.003 0.202 9.934 9.992 10.050 10.131
y_rep[1345] 9.758 0.003 0.211 9.757 9.816 9.872 9.949
y_rep[1346] 9.796 0.003 0.220 9.794 9.854 9.911 9.989
y_rep[1347] 9.665 0.003 0.237 9.666 9.724 9.783 9.865
y_rep[1348] 9.611 0.003 0.225 9.611 9.668 9.725 9.805
y_rep[1349] 9.507 0.003 0.214 9.505 9.563 9.623 9.706
y_rep[1350] 9.694 0.003 0.234 9.690 9.750 9.808 9.886
y_rep[1351] 9.753 0.003 0.219 9.756 9.813 9.872 9.956
y_rep[1352] 9.711 0.003 0.228 9.710 9.768 9.825 9.904
y_rep[1353] 9.976 0.003 0.212 9.976 10.033 10.090 10.169
y_rep[1354] 9.865 0.003 0.226 9.867 9.923 9.982 10.067
y_rep[1355] 9.726 0.003 0.215 9.727 9.785 9.847 9.920
y_rep[1356] 9.756 0.003 0.200 9.756 9.813 9.871 9.950
y_rep[1357] 9.900 0.003 0.205 9.899 9.957 10.014 10.096
y_rep[1358] 9.835 0.008 0.641 9.827 9.882 9.945 10.024
y_rep[1359] 9.371 0.003 0.229 9.372 9.427 9.489 9.569
y_rep[1360] 9.229 0.003 0.208 9.230 9.288 9.346 9.423
y_rep[1361] 8.773 0.003 0.264 8.769 8.829 8.885 8.967
y_rep[1362] 8.684 0.003 0.236 8.682 8.739 8.801 8.882
y_rep[1363] 8.723 0.003 0.246 8.730 8.787 8.843 8.918
y_rep[1364] 8.497 0.003 0.213 8.496 8.555 8.613 8.698
y_rep[1365] 8.541 0.003 0.228 8.541 8.597 8.655 8.735
y_rep[1366] 8.066 0.003 0.249 8.067 8.123 8.180 8.258
y_rep[1367] 8.172 0.003 0.220 8.172 8.227 8.286 8.373
y_rep[1368] 7.888 0.003 0.238 7.890 7.948 8.011 8.094
y_rep[1369] 7.926 0.003 0.206 7.927 7.984 8.045 8.127
y_rep[1370] 7.722 0.003 0.254 7.721 7.780 7.838 7.917
y_rep[1371] 7.542 0.003 0.256 7.542 7.600 7.662 7.743
y_rep[1372] 8.021 0.003 0.211 8.020 8.078 8.141 8.217
y_rep[1373] 8.297 0.003 0.204 8.296 8.355 8.410 8.488
y_rep[1374] 7.994 0.003 0.214 7.995 8.051 8.107 8.191
y_rep[1375] 7.877 0.003 0.207 7.879 7.938 7.992 8.073
y_rep[1376] 7.774 0.003 0.209 7.773 7.829 7.890 7.967
y_rep[1377] 7.671 0.003 0.221 7.672 7.729 7.787 7.865
y_rep[1378] 7.757 0.003 0.213 7.759 7.813 7.871 7.950
y_rep[1379] 7.810 0.003 0.211 7.810 7.868 7.926 8.004
y_rep[1380] 7.482 0.003 0.207 7.480 7.539 7.594 7.668
y_rep[1381] 7.836 0.003 0.219 7.839 7.896 7.949 8.030
y_rep[1382] 8.137 0.003 0.232 8.132 8.191 8.249 8.327
y_rep[1383] 8.018 0.003 0.219 8.019 8.078 8.138 8.212
y_rep[1384] 8.461 0.003 0.214 8.462 8.520 8.577 8.652
y_rep[1385] 8.631 0.003 0.244 8.632 8.686 8.743 8.826
y_rep[1386] 8.435 0.003 0.208 8.433 8.491 8.550 8.636
y_rep[1387] 8.491 0.003 0.269 8.491 8.548 8.606 8.694
y_rep[1388] 8.412 0.003 0.240 8.414 8.473 8.531 8.608
y_rep[1389] 8.301 0.003 0.220 8.298 8.355 8.413 8.496
y_rep[1390] 8.374 0.003 0.212 8.376 8.433 8.488 8.564
y_rep[1391] 8.348 0.003 0.221 8.347 8.404 8.467 8.549
y_rep[1392] 8.256 0.003 0.226 8.254 8.311 8.373 8.457
y_rep[1393] 8.243 0.003 0.225 8.241 8.298 8.357 8.439
y_rep[1394] 8.118 0.003 0.223 8.121 8.178 8.235 8.314
y_rep[1395] 7.853 0.003 0.232 7.852 7.909 7.966 8.045
y_rep[1396] 8.244 0.003 0.205 8.245 8.303 8.357 8.440
y_rep[1397] 8.115 0.003 0.243 8.113 8.169 8.229 8.307
y_rep[1398] 8.780 0.003 0.217 8.781 8.840 8.894 8.980
y_rep[1399] 9.807 0.003 0.226 9.807 9.864 9.926 10.005
y_rep[1400] 9.356 0.003 0.224 9.357 9.415 9.476 9.557
y_rep[1401] 9.561 0.003 0.213 9.562 9.618 9.680 9.757
y_rep[1402] 9.823 0.003 0.200 9.827 9.882 9.941 10.019
y_rep[1403] 10.000 0.003 0.219 10.002 10.059 10.118 10.194
y_rep[1404] 9.881 0.003 0.206 9.880 9.939 9.999 10.081
y_rep[1405] 9.764 0.003 0.209 9.766 9.823 9.880 9.964
y_rep[1406] 9.790 0.003 0.210 9.792 9.849 9.908 9.988
y_rep[1407] 9.660 0.003 0.228 9.658 9.717 9.777 9.858
y_rep[1408] 9.758 0.003 0.210 9.758 9.815 9.875 9.956
y_rep[1409] 10.018 0.003 0.223 10.020 10.076 10.136 10.220
y_rep[1410] 9.961 0.003 0.215 9.961 10.020 10.074 10.155
y_rep[1411] 10.214 0.003 0.218 10.219 10.272 10.333 10.404
y_rep[1412] 10.111 0.003 0.231 10.111 10.168 10.226 10.309
y_rep[1413] 10.208 0.003 0.205 10.210 10.268 10.328 10.405
y_rep[1414] 10.898 0.003 0.218 10.900 10.960 11.018 11.093
y_rep[1415] 13.588 0.003 0.223 13.594 13.652 13.713 13.791
y_rep[1416] 13.286 0.003 0.220 13.283 13.343 13.401 13.481
y_rep[1417] 13.653 0.003 0.217 13.649 13.709 13.767 13.848
y_rep[1418] 13.767 0.004 0.315 13.764 13.825 13.887 13.966
y_rep[1419] 13.994 0.003 0.213 13.994 14.049 14.107 14.190
y_rep[1420] 14.736 0.003 0.214 14.739 14.795 14.854 14.933
y_rep[1421] 14.631 0.003 0.222 14.629 14.686 14.744 14.822
y_rep[1422] 14.509 0.003 0.208 14.510 14.569 14.629 14.708
y_rep[1423] 15.066 0.003 0.199 15.064 15.118 15.176 15.258
y_rep[1424] 18.493 0.003 0.210 18.495 18.554 18.611 18.688
y_rep[1425] 17.949 0.003 0.202 17.950 18.008 18.069 18.148
y_rep[1426] 17.275 0.003 0.207 17.273 17.330 17.389 17.468
y_rep[1427] 17.957 0.003 0.210 17.960 18.020 18.082 18.162
y_rep[1428] 18.029 0.004 0.280 18.031 18.091 18.151 18.230
y_rep[1429] 17.629 0.003 0.222 17.629 17.686 17.744 17.821
y_rep[1430] 17.791 0.003 0.203 17.792 17.851 17.905 17.981
y_rep[1431] 18.546 0.003 0.207 18.544 18.603 18.664 18.742
y_rep[1432] 18.514 0.003 0.235 18.513 18.569 18.628 18.713
y_rep[1433] 18.893 0.003 0.222 18.897 18.956 19.016 19.090
y_rep[1434] 18.395 0.003 0.224 18.398 18.455 18.512 18.589
y_rep[1435] 18.436 0.004 0.292 18.433 18.490 18.551 18.626
y_rep[1436] 18.236 0.003 0.217 18.234 18.291 18.350 18.432
y_rep[1437] 18.268 0.003 0.230 18.264 18.325 18.383 18.465
y_rep[1438] 17.822 0.004 0.315 17.831 17.888 17.944 18.021
y_rep[1439] 18.180 0.004 0.301 18.177 18.235 18.297 18.374
y_rep[1440] 17.768 0.003 0.218 17.769 17.825 17.885 17.968
y_rep[1441] 17.658 0.003 0.210 17.659 17.712 17.771 17.856
y_rep[1442] 16.981 0.003 0.212 16.978 17.039 17.098 17.180
y_rep[1443] 16.860 0.003 0.226 16.861 16.922 16.986 17.067
y_rep[1444] 16.983 0.003 0.229 16.982 17.038 17.101 17.183
y_rep[1445] 16.870 0.003 0.225 16.870 16.930 16.987 17.067
y_rep[1446] 15.854 0.003 0.210 15.858 15.912 15.971 16.052
y_rep[1447] 14.555 0.003 0.222 14.557 14.616 14.675 14.751
y_rep[1448] 14.433 0.003 0.206 14.430 14.488 14.544 14.632
y_rep[1449] 14.336 0.003 0.214 14.335 14.392 14.454 14.536
y_rep[1450] 13.476 0.003 0.251 13.477 13.535 13.593 13.672
y_rep[1451] 14.970 0.003 0.219 14.969 15.030 15.090 15.167
y_rep[1452] 14.709 0.004 0.283 14.714 14.768 14.827 14.912
y_rep[1453] 15.505 0.003 0.243 15.507 15.562 15.620 15.698
y_rep[1454] 15.425 0.003 0.229 15.428 15.487 15.547 15.628
y_rep[1455] 15.528 0.004 0.284 15.530 15.589 15.647 15.729
y_rep[1456] 15.945 0.003 0.212 15.946 16.005 16.060 16.142
y_rep[1457] 16.249 0.003 0.206 16.248 16.306 16.364 16.440
y_rep[1458] 15.804 0.003 0.208 15.803 15.861 15.920 16.000
y_rep[1459] 16.094 0.003 0.215 16.094 16.150 16.208 16.290
y_rep[1460] 16.285 0.003 0.217 16.287 16.345 16.401 16.483
log_lik[1] 0.233 0.001 0.077 0.233 0.268 0.297 0.331
log_lik[2] -2.785 0.001 0.091 -2.781 -2.745 -2.707 -2.670
log_lik[3] -1.631 0.001 0.092 -1.630 -1.591 -1.554 -1.511
log_lik[4] -0.832 0.001 0.092 -0.833 -0.792 -0.755 -0.712
log_lik[5] -0.116 0.003 0.180 -0.118 -0.033 0.037 0.119
log_lik[6] -0.225 0.001 0.109 -0.224 -0.177 -0.132 -0.086
log_lik[7] 0.568 0.002 0.132 0.574 0.633 0.682 0.733
log_lik[8] -1.871 0.003 0.173 -1.872 -1.795 -1.725 -1.648
log_lik[9] -0.411 0.001 0.091 -0.412 -0.372 -0.334 -0.293
log_lik[10] 0.660 0.001 0.078 0.663 0.696 0.727 0.760
log_lik[11] 0.809 0.001 0.069 0.811 0.841 0.867 0.896
log_lik[12] 1.130 0.000 0.033 1.131 1.145 1.157 1.172
log_lik[13] -0.463 0.001 0.106 -0.462 -0.418 -0.377 -0.327
log_lik[14] 0.318 0.001 0.096 0.319 0.361 0.399 0.441
log_lik[15] -0.246 0.003 0.209 -0.246 -0.150 -0.066 0.028
log_lik[16] 0.986 0.001 0.047 0.987 1.008 1.027 1.046
log_lik[17] 1.126 0.001 0.035 1.127 1.142 1.155 1.169
log_lik[18] 0.331 0.001 0.097 0.333 0.375 0.414 0.456
log_lik[19] 0.104 0.001 0.088 0.104 0.143 0.178 0.218
log_lik[20] 0.941 0.001 0.061 0.944 0.970 0.993 1.017
log_lik[21] -1.677 0.001 0.081 -1.677 -1.641 -1.608 -1.572
log_lik[22] 1.094 0.000 0.034 1.095 1.109 1.123 1.137
log_lik[23] -1.607 0.001 0.084 -1.607 -1.571 -1.535 -1.498
log_lik[24] 1.106 0.000 0.035 1.107 1.122 1.135 1.150
log_lik[25] 0.060 0.001 0.083 0.061 0.096 0.130 0.167
log_lik[26] 0.715 0.001 0.083 0.718 0.754 0.786 0.819
log_lik[27] -0.597 0.001 0.101 -0.596 -0.553 -0.512 -0.467
log_lik[28] 0.377 0.002 0.121 0.381 0.433 0.479 0.530
log_lik[29] 0.101 0.001 0.068 0.103 0.132 0.158 0.188
log_lik[30] -0.502 0.001 0.089 -0.502 -0.461 -0.425 -0.387
log_lik[31] 1.119 0.000 0.034 1.120 1.134 1.148 1.162
log_lik[32] 1.024 0.001 0.048 1.025 1.047 1.065 1.083
log_lik[33] 1.137 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[34] 0.033 0.001 0.057 0.033 0.059 0.082 0.105
log_lik[35] 1.045 0.001 0.073 1.054 1.083 1.107 1.129
log_lik[36] -0.722 0.001 0.070 -0.722 -0.691 -0.663 -0.633
log_lik[37] 0.894 0.001 0.055 0.896 0.920 0.941 0.965
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log_lik[39] 0.378 0.001 0.060 0.379 0.406 0.429 0.454
log_lik[40] 1.120 0.000 0.032 1.120 1.134 1.147 1.160
log_lik[41] 1.124 0.000 0.031 1.125 1.138 1.150 1.163
log_lik[42] 0.995 0.001 0.041 0.996 1.014 1.030 1.048
log_lik[43] -1.760 0.001 0.067 -1.760 -1.730 -1.703 -1.673
log_lik[44] 0.805 0.001 0.068 0.807 0.837 0.863 0.890
log_lik[45] -0.071 0.001 0.074 -0.070 -0.038 -0.008 0.023
log_lik[46] -0.024 0.001 0.085 -0.023 0.015 0.048 0.085
log_lik[47] -0.101 0.001 0.089 -0.102 -0.064 -0.027 0.014
log_lik[48] 1.136 0.000 0.030 1.136 1.149 1.161 1.174
log_lik[49] -1.639 0.001 0.092 -1.640 -1.599 -1.562 -1.520
log_lik[50] 0.614 0.001 0.077 0.616 0.650 0.680 0.711
log_lik[51] 0.014 0.001 0.094 0.014 0.056 0.095 0.134
log_lik[52] -0.367 0.001 0.096 -0.368 -0.326 -0.286 -0.241
log_lik[53] 0.928 0.000 0.036 0.928 0.944 0.958 0.974
log_lik[54] 0.524 0.001 0.052 0.525 0.547 0.568 0.592
log_lik[55] 0.816 0.001 0.068 0.818 0.848 0.875 0.902
log_lik[56] 0.570 0.001 0.047 0.570 0.591 0.610 0.631
log_lik[57] -0.597 0.001 0.092 -0.598 -0.557 -0.519 -0.477
log_lik[58] -0.190 0.001 0.064 -0.189 -0.161 -0.135 -0.107
log_lik[59] 0.221 0.001 0.061 0.221 0.249 0.274 0.299
log_lik[60] 0.797 0.001 0.041 0.797 0.816 0.832 0.849
log_lik[61] 0.785 0.002 0.135 0.794 0.852 0.902 0.949
log_lik[62] -0.240 0.001 0.062 -0.240 -0.212 -0.186 -0.159
log_lik[63] -0.488 0.001 0.069 -0.488 -0.457 -0.428 -0.398
log_lik[64] -0.007 0.001 0.060 -0.007 0.019 0.045 0.070
log_lik[65] 0.232 0.001 0.064 0.234 0.262 0.286 0.312
log_lik[66] -0.852 0.001 0.063 -0.853 -0.825 -0.798 -0.771
log_lik[67] 0.557 0.001 0.044 0.557 0.577 0.594 0.613
log_lik[68] 1.084 0.000 0.032 1.084 1.099 1.111 1.125
log_lik[69] 1.098 0.001 0.036 1.099 1.115 1.129 1.145
log_lik[70] -0.871 0.001 0.076 -0.872 -0.838 -0.807 -0.773
log_lik[71] 0.695 0.001 0.060 0.697 0.724 0.746 0.770
log_lik[72] 0.480 0.001 0.090 0.482 0.522 0.557 0.593
log_lik[73] 0.526 0.001 0.042 0.527 0.545 0.562 0.580
log_lik[74] -0.059 0.001 0.051 -0.058 -0.036 -0.016 0.006
log_lik[75] -1.641 0.001 0.064 -1.640 -1.611 -1.587 -1.559
log_lik[76] 0.872 0.001 0.046 0.873 0.893 0.911 0.931
log_lik[77] 0.793 0.000 0.033 0.795 0.809 0.822 0.836
log_lik[78] 1.038 0.000 0.030 1.038 1.052 1.064 1.077
log_lik[79] 0.216 0.001 0.052 0.217 0.240 0.259 0.283
log_lik[80] -0.112 0.001 0.075 -0.111 -0.078 -0.050 -0.016
log_lik[81] -1.100 0.001 0.060 -1.101 -1.073 -1.048 -1.022
log_lik[82] 1.051 0.000 0.029 1.051 1.064 1.076 1.088
log_lik[83] 1.123 0.000 0.030 1.123 1.136 1.148 1.161
log_lik[84] 1.139 0.000 0.030 1.139 1.152 1.164 1.178
log_lik[85] 1.006 0.000 0.032 1.006 1.021 1.033 1.048
log_lik[86] 0.765 0.001 0.060 0.767 0.793 0.816 0.840
log_lik[87] 0.263 0.001 0.084 0.265 0.302 0.334 0.369
log_lik[88] 1.091 0.000 0.030 1.091 1.105 1.116 1.131
log_lik[89] 0.380 0.001 0.060 0.381 0.407 0.431 0.455
log_lik[90] 0.937 0.001 0.060 0.940 0.966 0.990 1.012
log_lik[91] 0.966 0.000 0.035 0.966 0.981 0.995 1.010
log_lik[92] 1.070 0.000 0.030 1.070 1.083 1.095 1.109
log_lik[93] 0.457 0.001 0.043 0.456 0.477 0.494 0.511
log_lik[94] 0.777 0.001 0.042 0.778 0.796 0.813 0.832
log_lik[95] 0.434 0.001 0.056 0.434 0.460 0.483 0.507
log_lik[96] 0.899 0.001 0.044 0.900 0.919 0.936 0.956
log_lik[97] 1.089 0.000 0.031 1.090 1.103 1.115 1.129
log_lik[98] 1.017 0.001 0.037 1.018 1.034 1.048 1.063
log_lik[99] 0.814 0.000 0.036 0.814 0.830 0.846 0.862
log_lik[100] 1.137 0.000 0.030 1.138 1.150 1.162 1.176
log_lik[101] 1.110 0.000 0.034 1.110 1.125 1.138 1.154
log_lik[102] 1.075 0.000 0.033 1.074 1.089 1.103 1.117
log_lik[103] -2.303 0.001 0.072 -2.301 -2.270 -2.240 -2.212
log_lik[104] 0.802 0.001 0.084 0.805 0.840 0.875 0.909
log_lik[105] 0.282 0.001 0.062 0.283 0.310 0.335 0.361
log_lik[106] 1.116 0.000 0.031 1.116 1.129 1.142 1.156
log_lik[107] 1.060 0.000 0.030 1.060 1.073 1.085 1.099
log_lik[108] 0.714 0.001 0.045 0.714 0.735 0.753 0.771
log_lik[109] 0.496 0.001 0.058 0.497 0.523 0.547 0.570
log_lik[110] -1.359 0.001 0.079 -1.359 -1.324 -1.293 -1.257
log_lik[111] 1.069 0.000 0.031 1.069 1.083 1.096 1.109
log_lik[112] 0.970 0.001 0.038 0.971 0.987 1.002 1.018
log_lik[113] 1.069 0.001 0.044 1.070 1.089 1.105 1.123
log_lik[114] 0.935 0.000 0.029 0.935 0.947 0.959 0.972
log_lik[115] 0.724 0.001 0.053 0.725 0.749 0.770 0.792
log_lik[116] 1.043 0.001 0.051 1.045 1.068 1.087 1.107
log_lik[117] -0.538 0.001 0.080 -0.538 -0.502 -0.471 -0.437
log_lik[118] 1.073 0.000 0.030 1.073 1.087 1.098 1.112
log_lik[119] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[120] 0.914 0.000 0.030 0.914 0.927 0.939 0.952
log_lik[121] -1.530 0.001 0.061 -1.530 -1.504 -1.478 -1.450
log_lik[122] 0.610 0.001 0.047 0.610 0.631 0.650 0.671
log_lik[123] 1.061 0.000 0.031 1.061 1.075 1.087 1.100
log_lik[124] 1.130 0.000 0.030 1.130 1.144 1.155 1.169
log_lik[125] 0.964 0.001 0.058 0.967 0.991 1.014 1.038
log_lik[126] 0.430 0.001 0.062 0.430 0.458 0.482 0.508
log_lik[127] 1.082 0.001 0.034 1.082 1.098 1.111 1.126
log_lik[128] -0.632 0.001 0.059 -0.632 -0.606 -0.582 -0.556
log_lik[129] 0.812 0.001 0.046 0.813 0.834 0.851 0.870
log_lik[130] 0.821 0.000 0.035 0.821 0.837 0.851 0.865
log_lik[131] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[132] 1.135 0.000 0.030 1.135 1.148 1.159 1.173
log_lik[133] 0.703 0.001 0.054 0.704 0.728 0.749 0.772
log_lik[134] 0.356 0.001 0.044 0.357 0.376 0.393 0.413
log_lik[135] -0.234 0.001 0.052 -0.233 -0.211 -0.190 -0.167
log_lik[136] -0.044 0.001 0.055 -0.044 -0.020 0.003 0.027
log_lik[137] 0.739 0.001 0.064 0.741 0.769 0.794 0.822
log_lik[138] 0.674 0.001 0.052 0.675 0.698 0.718 0.739
log_lik[139] 1.121 0.000 0.030 1.121 1.134 1.146 1.158
log_lik[140] 0.313 0.001 0.053 0.314 0.337 0.360 0.382
log_lik[141] -2.140 0.001 0.095 -2.139 -2.098 -2.061 -2.019
log_lik[142] 1.022 0.001 0.038 1.023 1.039 1.054 1.071
log_lik[143] 1.070 0.000 0.029 1.070 1.082 1.094 1.107
log_lik[144] -2.747 0.001 0.076 -2.746 -2.712 -2.683 -2.649
log_lik[145] 0.627 0.001 0.062 0.628 0.655 0.679 0.706
log_lik[146] 1.092 0.000 0.030 1.092 1.105 1.117 1.130
log_lik[147] -0.489 0.001 0.069 -0.489 -0.459 -0.430 -0.401
log_lik[148] -0.247 0.001 0.057 -0.247 -0.222 -0.200 -0.174
log_lik[149] -0.030 0.001 0.059 -0.030 -0.004 0.019 0.044
log_lik[150] 0.392 0.001 0.041 0.393 0.411 0.426 0.444
log_lik[151] 0.457 0.001 0.058 0.457 0.483 0.506 0.530
log_lik[152] 0.307 0.001 0.058 0.308 0.334 0.358 0.382
log_lik[153] 1.040 0.000 0.034 1.041 1.056 1.068 1.084
log_lik[154] 0.460 0.001 0.048 0.460 0.480 0.499 0.522
log_lik[155] 0.050 0.001 0.052 0.051 0.073 0.094 0.118
log_lik[156] -1.436 0.001 0.092 -1.435 -1.395 -1.358 -1.318
log_lik[157] 0.759 0.001 0.060 0.761 0.787 0.810 0.836
log_lik[158] 1.114 0.000 0.030 1.113 1.126 1.139 1.152
log_lik[159] 1.117 0.000 0.030 1.117 1.130 1.142 1.156
log_lik[160] -0.016 0.001 0.069 -0.015 0.016 0.041 0.071
log_lik[161] -0.460 0.001 0.063 -0.460 -0.432 -0.406 -0.378
log_lik[162] 1.104 0.000 0.032 1.104 1.119 1.131 1.145
log_lik[163] 1.077 0.000 0.029 1.077 1.090 1.102 1.115
log_lik[164] 1.124 0.000 0.031 1.124 1.137 1.149 1.163
log_lik[165] 0.793 0.000 0.034 0.793 0.808 0.821 0.835
log_lik[166] 1.140 0.000 0.030 1.140 1.153 1.164 1.178
log_lik[167] 0.911 0.000 0.029 0.911 0.924 0.935 0.948
log_lik[168] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[169] -9.579 0.006 0.408 -9.568 -9.393 -9.235 -9.060
log_lik[170] -4.425 0.006 0.374 -4.435 -4.275 -4.116 -3.940
log_lik[171] -0.408 0.002 0.121 -0.407 -0.354 -0.306 -0.254
log_lik[172] 0.790 0.001 0.088 0.792 0.832 0.865 0.900
log_lik[173] -2.333 0.001 0.107 -2.333 -2.285 -2.241 -2.194
log_lik[174] 0.262 0.001 0.090 0.262 0.302 0.338 0.376
log_lik[175] -0.739 0.003 0.174 -0.740 -0.662 -0.594 -0.514
log_lik[176] -2.705 0.002 0.119 -2.703 -2.652 -2.604 -2.554
log_lik[177] -0.296 0.002 0.125 -0.297 -0.240 -0.189 -0.135
log_lik[178] -0.074 0.001 0.096 -0.074 -0.030 0.008 0.052
log_lik[179] 0.941 0.002 0.113 0.954 1.002 1.038 1.074
log_lik[180] 0.018 0.002 0.149 0.021 0.087 0.143 0.206
log_lik[181] -0.388 0.001 0.099 -0.388 -0.345 -0.304 -0.259
log_lik[182] -0.006 0.002 0.118 -0.005 0.047 0.094 0.147
log_lik[183] -1.538 0.002 0.110 -1.541 -1.490 -1.446 -1.392
log_lik[184] 1.008 0.001 0.074 1.015 1.046 1.071 1.096
log_lik[185] -1.528 0.001 0.095 -1.528 -1.488 -1.450 -1.406
log_lik[186] -2.079 0.001 0.094 -2.080 -2.039 -1.999 -1.956
log_lik[187] -0.231 0.002 0.108 -0.230 -0.185 -0.139 -0.094
log_lik[188] 0.629 0.001 0.068 0.630 0.660 0.687 0.714
log_lik[189] 0.710 0.002 0.103 0.716 0.761 0.798 0.839
log_lik[190] -1.076 0.001 0.100 -1.078 -1.032 -0.990 -0.947
log_lik[191] 0.658 0.004 0.229 0.684 0.778 0.861 0.938
log_lik[192] -8.398 0.005 0.355 -8.386 -8.233 -8.093 -7.952
log_lik[193] -0.451 0.002 0.138 -0.451 -0.392 -0.335 -0.276
log_lik[194] 1.051 0.001 0.052 1.054 1.077 1.096 1.114
log_lik[195] 0.932 0.001 0.045 0.933 0.953 0.970 0.988
log_lik[196] -0.425 0.002 0.134 -0.426 -0.365 -0.310 -0.255
log_lik[197] 0.432 0.001 0.049 0.432 0.454 0.474 0.495
log_lik[198] 1.132 0.000 0.032 1.133 1.146 1.159 1.172
log_lik[199] 0.531 0.002 0.100 0.534 0.577 0.615 0.657
log_lik[200] 0.645 0.001 0.061 0.646 0.674 0.697 0.723
log_lik[201] 1.065 0.000 0.031 1.066 1.079 1.091 1.104
log_lik[202] 0.155 0.001 0.052 0.156 0.180 0.199 0.221
log_lik[203] -4.812 0.002 0.157 -4.805 -4.740 -4.680 -4.614
log_lik[204] 0.498 0.002 0.154 0.503 0.570 0.629 0.694
log_lik[205] 0.436 0.001 0.097 0.438 0.480 0.516 0.558
log_lik[206] 0.382 0.002 0.116 0.383 0.435 0.480 0.528
log_lik[207] -1.812 0.001 0.072 -1.812 -1.781 -1.752 -1.720
log_lik[208] 0.179 0.001 0.062 0.180 0.208 0.232 0.260
log_lik[209] 1.131 0.000 0.032 1.132 1.146 1.158 1.172
log_lik[210] 0.994 0.001 0.050 0.996 1.017 1.036 1.056
log_lik[211] -0.450 0.001 0.091 -0.449 -0.409 -0.374 -0.335
log_lik[212] 0.907 0.001 0.042 0.908 0.927 0.943 0.961
log_lik[213] 0.579 0.001 0.080 0.581 0.617 0.649 0.679
log_lik[214] 0.324 0.001 0.051 0.326 0.348 0.368 0.389
log_lik[215] 1.118 0.000 0.032 1.118 1.132 1.145 1.158
log_lik[216] 0.456 0.004 0.281 0.473 0.596 0.702 0.809
log_lik[217] 0.843 0.001 0.058 0.844 0.870 0.891 0.915
log_lik[218] 0.174 0.001 0.091 0.174 0.215 0.251 0.292
log_lik[219] 0.615 0.001 0.047 0.616 0.637 0.656 0.675
log_lik[220] 0.970 0.000 0.035 0.971 0.986 1.000 1.015
log_lik[221] 0.476 0.001 0.066 0.477 0.506 0.532 0.560
log_lik[222] -0.880 0.001 0.089 -0.883 -0.841 -0.804 -0.765
log_lik[223] 0.333 0.001 0.055 0.335 0.358 0.378 0.401
log_lik[224] 0.899 0.001 0.046 0.901 0.921 0.938 0.958
log_lik[225] 1.079 0.001 0.045 1.082 1.100 1.117 1.134
log_lik[226] 0.340 0.003 0.160 0.342 0.411 0.479 0.544
log_lik[227] 0.778 0.001 0.052 0.779 0.803 0.822 0.843
log_lik[228] 0.699 0.001 0.074 0.701 0.733 0.761 0.791
log_lik[229] 1.056 0.000 0.030 1.055 1.069 1.081 1.094
log_lik[230] 1.132 0.000 0.031 1.132 1.145 1.157 1.171
log_lik[231] 0.794 0.001 0.041 0.794 0.813 0.829 0.847
log_lik[232] 1.086 0.001 0.045 1.089 1.107 1.123 1.141
log_lik[233] 0.726 0.001 0.039 0.727 0.745 0.760 0.776
log_lik[234] 1.133 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[235] 0.274 0.001 0.070 0.275 0.305 0.334 0.361
log_lik[236] 0.148 0.001 0.068 0.150 0.179 0.206 0.234
log_lik[237] 0.502 0.001 0.052 0.503 0.525 0.547 0.568
log_lik[238] 1.116 0.000 0.029 1.116 1.129 1.141 1.153
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log_lik[240] 1.007 0.001 0.040 1.008 1.026 1.041 1.059
log_lik[241] 1.106 0.000 0.030 1.107 1.120 1.132 1.145
log_lik[242] 1.137 0.000 0.030 1.137 1.150 1.162 1.174
log_lik[243] 1.082 0.000 0.032 1.083 1.096 1.109 1.123
log_lik[244] 0.720 0.001 0.054 0.721 0.745 0.767 0.789
log_lik[245] 0.745 0.001 0.057 0.746 0.772 0.794 0.819
log_lik[246] 0.404 0.001 0.099 0.406 0.450 0.489 0.530
log_lik[247] 0.860 0.001 0.044 0.861 0.880 0.897 0.916
log_lik[248] 0.941 0.000 0.034 0.941 0.956 0.969 0.984
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log_lik[250] 1.125 0.000 0.030 1.126 1.139 1.151 1.164
log_lik[251] -0.227 0.001 0.080 -0.227 -0.190 -0.159 -0.125
log_lik[252] 1.105 0.001 0.036 1.106 1.122 1.136 1.150
log_lik[253] 0.951 0.001 0.039 0.952 0.969 0.984 1.000
log_lik[254] 0.645 0.001 0.043 0.645 0.665 0.682 0.700
log_lik[255] 0.981 0.001 0.042 0.983 1.001 1.018 1.034
log_lik[256] 1.134 0.000 0.031 1.134 1.147 1.160 1.173
log_lik[257] 1.066 0.001 0.040 1.067 1.085 1.100 1.116
log_lik[258] 0.339 0.001 0.076 0.341 0.374 0.404 0.437
log_lik[259] 0.525 0.001 0.057 0.525 0.551 0.575 0.599
log_lik[260] -0.152 0.001 0.063 -0.153 -0.124 -0.098 -0.072
log_lik[261] 0.714 0.000 0.037 0.714 0.730 0.746 0.761
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log_lik[263] -0.104 0.001 0.084 -0.104 -0.067 -0.032 0.004
log_lik[264] 1.107 0.000 0.029 1.107 1.120 1.132 1.144
log_lik[265] -3.530 0.001 0.104 -3.526 -3.482 -3.441 -3.399
log_lik[266] 0.061 0.002 0.121 0.062 0.114 0.163 0.216
log_lik[267] 1.122 0.000 0.030 1.122 1.135 1.147 1.160
log_lik[268] 0.387 0.001 0.050 0.387 0.411 0.430 0.450
log_lik[269] 1.138 0.000 0.030 1.139 1.152 1.163 1.176
log_lik[270] 0.731 0.001 0.081 0.732 0.770 0.802 0.833
log_lik[271] 1.051 0.000 0.034 1.051 1.066 1.080 1.094
log_lik[272] -2.148 0.001 0.072 -2.147 -2.116 -2.088 -2.057
log_lik[273] -2.358 0.001 0.072 -2.357 -2.326 -2.296 -2.264
log_lik[274] -0.400 0.001 0.084 -0.400 -0.363 -0.329 -0.294
log_lik[275] 1.068 0.000 0.029 1.068 1.081 1.092 1.105
log_lik[276] 1.134 0.000 0.031 1.134 1.148 1.160 1.173
log_lik[277] 0.833 0.001 0.042 0.834 0.852 0.868 0.887
log_lik[278] 1.103 0.000 0.030 1.103 1.116 1.128 1.140
log_lik[279] -0.342 0.001 0.063 -0.341 -0.314 -0.288 -0.260
log_lik[280] 1.096 0.000 0.030 1.096 1.109 1.122 1.135
log_lik[281] 0.881 0.001 0.036 0.881 0.898 0.911 0.928
log_lik[282] -0.444 0.001 0.057 -0.444 -0.419 -0.396 -0.371
log_lik[283] 0.237 0.001 0.053 0.238 0.260 0.282 0.306
log_lik[284] -0.407 0.001 0.062 -0.408 -0.379 -0.354 -0.327
log_lik[285] 0.493 0.001 0.045 0.493 0.514 0.531 0.550
log_lik[286] 0.895 0.001 0.046 0.896 0.916 0.934 0.954
log_lik[287] 0.541 0.001 0.047 0.542 0.562 0.582 0.602
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log_lik[289] 1.109 0.000 0.031 1.109 1.122 1.134 1.148
log_lik[290] 0.922 0.000 0.035 0.922 0.938 0.951 0.967
log_lik[291] 0.384 0.001 0.052 0.385 0.407 0.428 0.451
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log_lik[295] 1.061 0.000 0.030 1.061 1.074 1.086 1.099
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log_lik[299] 0.910 0.001 0.039 0.911 0.928 0.944 0.961
log_lik[300] 0.672 0.001 0.069 0.674 0.705 0.731 0.759
log_lik[301] 1.033 0.000 0.035 1.034 1.048 1.062 1.077
log_lik[302] 1.123 0.000 0.031 1.124 1.137 1.149 1.163
log_lik[303] 1.137 0.000 0.030 1.137 1.151 1.162 1.175
log_lik[304] -0.285 0.001 0.085 -0.284 -0.246 -0.211 -0.176
log_lik[305] 0.592 0.001 0.063 0.594 0.621 0.646 0.673
log_lik[306] 0.677 0.001 0.053 0.678 0.701 0.722 0.745
log_lik[307] 1.045 0.000 0.035 1.044 1.060 1.074 1.090
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log_lik[309] 0.710 0.001 0.060 0.712 0.739 0.761 0.785
log_lik[310] 0.664 0.001 0.066 0.666 0.695 0.720 0.748
log_lik[311] 0.549 0.001 0.090 0.552 0.591 0.625 0.664
log_lik[312] 0.466 0.001 0.069 0.467 0.498 0.525 0.554
log_lik[313] 0.555 0.001 0.061 0.557 0.583 0.606 0.632
log_lik[314] 1.118 0.000 0.032 1.119 1.132 1.145 1.158
log_lik[315] 0.941 0.001 0.054 0.943 0.967 0.988 1.008
log_lik[316] 1.139 0.000 0.030 1.138 1.152 1.164 1.177
log_lik[317] 1.137 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[318] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
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log_lik[320] 1.128 0.001 0.035 1.129 1.144 1.156 1.171
log_lik[321] 1.059 0.001 0.069 1.069 1.095 1.117 1.137
log_lik[322] 1.117 0.000 0.031 1.117 1.131 1.143 1.156
log_lik[323] 0.554 0.001 0.062 0.556 0.584 0.608 0.634
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log_lik[329] 0.886 0.000 0.034 0.887 0.902 0.915 0.930
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log_lik[336] 1.093 0.000 0.030 1.093 1.106 1.118 1.131
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log_lik[338] 0.497 0.001 0.077 0.497 0.532 0.564 0.596
log_lik[339] 0.181 0.001 0.051 0.181 0.205 0.224 0.246
log_lik[340] 1.090 0.000 0.032 1.091 1.105 1.118 1.132
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log_lik[344] 0.713 0.001 0.045 0.714 0.734 0.752 0.771
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log_lik[347] 0.970 0.001 0.040 0.971 0.989 1.005 1.021
log_lik[348] 1.034 0.001 0.037 1.035 1.050 1.065 1.080
log_lik[349] 0.776 0.001 0.062 0.779 0.804 0.827 0.854
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log_lik[363] 1.060 0.001 0.052 1.064 1.085 1.104 1.124
log_lik[364] 0.482 0.002 0.117 0.485 0.535 0.581 0.629
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log_lik[374] 0.919 0.001 0.103 0.928 0.973 1.008 1.043
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log_lik[385] 0.302 0.002 0.132 0.303 0.363 0.415 0.471
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log_lik[389] 1.096 0.001 0.046 1.100 1.119 1.135 1.150
log_lik[390] 1.133 0.000 0.032 1.134 1.148 1.160 1.174
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log_lik[393] 1.018 0.001 0.061 1.022 1.048 1.069 1.092
log_lik[394] 1.038 0.001 0.051 1.040 1.062 1.082 1.102
log_lik[395] 1.133 0.000 0.032 1.134 1.147 1.160 1.174
log_lik[396] 1.115 0.001 0.036 1.116 1.132 1.145 1.159
log_lik[397] 0.671 0.001 0.093 0.674 0.714 0.751 0.787
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log_lik[401] 0.027 0.002 0.143 0.026 0.090 0.148 0.212
log_lik[402] 0.799 0.001 0.066 0.801 0.830 0.855 0.883
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log_lik[405] 1.051 0.001 0.052 1.054 1.076 1.095 1.115
log_lik[406] -0.627 0.002 0.108 -0.629 -0.578 -0.532 -0.488
log_lik[407] 0.549 0.001 0.070 0.550 0.581 0.609 0.638
log_lik[408] -0.859 0.001 0.095 -0.859 -0.817 -0.778 -0.737
log_lik[409] 1.135 0.000 0.031 1.135 1.148 1.161 1.174
log_lik[410] -0.605 0.002 0.132 -0.606 -0.545 -0.493 -0.436
log_lik[411] 0.937 0.001 0.044 0.939 0.958 0.976 0.992
log_lik[412] 1.007 0.001 0.042 1.009 1.027 1.043 1.061
log_lik[413] 1.001 0.001 0.041 1.001 1.019 1.035 1.052
log_lik[414] 0.995 0.001 0.041 0.996 1.014 1.029 1.046
log_lik[415] 1.091 0.000 0.033 1.091 1.105 1.119 1.133
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log_lik[417] 0.583 0.001 0.051 0.584 0.606 0.626 0.647
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log_lik[419] 1.015 0.001 0.041 1.016 1.034 1.051 1.068
log_lik[420] 1.139 0.000 0.030 1.139 1.153 1.165 1.178
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log_lik[422] 0.140 0.001 0.069 0.142 0.171 0.200 0.229
log_lik[423] 0.842 0.001 0.049 0.843 0.865 0.884 0.904
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log_lik[426] 0.655 0.001 0.096 0.659 0.699 0.738 0.777
log_lik[427] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[428] 0.977 0.001 0.051 0.980 1.002 1.021 1.041
log_lik[429] 0.109 0.001 0.074 0.109 0.143 0.172 0.205
log_lik[430] 0.996 0.001 0.041 0.997 1.015 1.030 1.047
log_lik[431] 0.690 0.001 0.071 0.691 0.723 0.751 0.782
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log_lik[436] -0.411 0.001 0.085 -0.413 -0.372 -0.339 -0.302
log_lik[437] 1.026 0.001 0.043 1.028 1.046 1.063 1.081
log_lik[438] 0.844 0.001 0.048 0.845 0.866 0.884 0.905
log_lik[439] 1.111 0.000 0.034 1.111 1.127 1.139 1.154
log_lik[440] 0.341 0.001 0.076 0.343 0.375 0.406 0.436
log_lik[441] 1.049 0.001 0.055 1.052 1.075 1.095 1.117
log_lik[442] 0.028 0.001 0.085 0.028 0.067 0.101 0.137
log_lik[443] 1.101 0.000 0.034 1.102 1.117 1.129 1.144
log_lik[444] 0.379 0.001 0.059 0.379 0.406 0.429 0.454
log_lik[445] 0.847 0.001 0.048 0.848 0.869 0.888 0.909
log_lik[446] 1.088 0.001 0.045 1.091 1.110 1.126 1.144
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log_lik[448] 1.125 0.000 0.035 1.126 1.140 1.154 1.168
log_lik[449] 0.424 0.001 0.070 0.426 0.456 0.484 0.515
log_lik[450] 1.120 0.000 0.033 1.120 1.135 1.147 1.161
log_lik[451] 1.038 0.001 0.043 1.040 1.058 1.074 1.091
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log_lik[453] 1.037 0.000 0.032 1.038 1.052 1.064 1.079
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log_lik[461] 0.988 0.001 0.045 0.990 1.009 1.027 1.046
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log_lik[476] 0.751 0.001 0.109 0.758 0.803 0.844 0.887
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log_lik[480] 0.722 0.002 0.119 0.729 0.780 0.824 0.872
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log_lik[552] 1.007 0.000 0.032 1.007 1.021 1.033 1.048
log_lik[553] 1.081 0.000 0.029 1.082 1.094 1.106 1.118
log_lik[554] 0.716 0.001 0.046 0.716 0.737 0.755 0.774
log_lik[555] -0.222 0.001 0.058 -0.221 -0.196 -0.174 -0.148
log_lik[556] 0.280 0.001 0.069 0.281 0.311 0.338 0.368
log_lik[557] -1.504 0.001 0.063 -1.503 -1.476 -1.450 -1.422
log_lik[558] 0.106 0.001 0.055 0.107 0.129 0.152 0.177
log_lik[559] 1.114 0.001 0.041 1.116 1.133 1.148 1.163
log_lik[560] -3.676 0.003 0.228 -3.679 -3.583 -3.488 -3.381
log_lik[561] 0.203 0.002 0.114 0.206 0.256 0.300 0.346
log_lik[562] -0.404 0.002 0.104 -0.405 -0.358 -0.314 -0.268
log_lik[563] -2.639 0.001 0.081 -2.637 -2.602 -2.570 -2.538
log_lik[564] -0.426 0.001 0.070 -0.426 -0.396 -0.366 -0.335
log_lik[565] 0.243 0.001 0.052 0.244 0.267 0.288 0.311
log_lik[566] 0.472 0.001 0.053 0.473 0.497 0.518 0.540
log_lik[567] 0.396 0.001 0.053 0.397 0.420 0.440 0.463
log_lik[568] 0.047 0.001 0.090 0.045 0.086 0.123 0.163
log_lik[569] 0.959 0.001 0.041 0.960 0.978 0.994 1.012
log_lik[570] 1.020 0.000 0.032 1.020 1.034 1.047 1.062
log_lik[571] 0.720 0.001 0.043 0.720 0.739 0.756 0.775
log_lik[572] 0.957 0.001 0.057 0.959 0.984 1.005 1.028
log_lik[573] 0.553 0.001 0.061 0.554 0.581 0.605 0.630
log_lik[574] 0.330 0.001 0.069 0.330 0.361 0.389 0.418
log_lik[575] 1.004 0.000 0.033 1.005 1.018 1.032 1.047
log_lik[576] 0.985 0.000 0.032 0.985 0.999 1.012 1.025
log_lik[577] 0.719 0.001 0.042 0.719 0.737 0.754 0.772
log_lik[578] 0.042 0.001 0.054 0.042 0.065 0.087 0.111
log_lik[579] -0.122 0.001 0.067 -0.121 -0.092 -0.065 -0.037
log_lik[580] 0.730 0.000 0.034 0.731 0.746 0.759 0.773
log_lik[581] -0.201 0.001 0.058 -0.200 -0.175 -0.151 -0.127
log_lik[582] 1.094 0.001 0.034 1.095 1.109 1.122 1.136
log_lik[583] 0.261 0.003 0.238 0.268 0.377 0.466 0.567
log_lik[584] -0.469 0.001 0.058 -0.469 -0.443 -0.420 -0.395
log_lik[585] 1.138 0.000 0.030 1.137 1.151 1.163 1.175
log_lik[586] 1.141 0.000 0.030 1.140 1.154 1.166 1.178
log_lik[587] 1.075 0.000 0.033 1.076 1.090 1.103 1.117
log_lik[588] 0.792 0.000 0.035 0.793 0.808 0.822 0.836
log_lik[589] 1.122 0.000 0.031 1.123 1.135 1.149 1.162
log_lik[590] 0.774 0.001 0.038 0.774 0.791 0.806 0.822
log_lik[591] -10.417 0.007 0.454 -10.403 -10.213 -10.029 -9.838
log_lik[592] -4.610 0.008 0.510 -4.639 -4.410 -4.198 -3.952
log_lik[593] 0.119 0.005 0.369 0.129 0.294 0.438 0.602
log_lik[594] -2.673 0.003 0.225 -2.678 -2.580 -2.487 -2.381
log_lik[595] -3.206 0.001 0.110 -3.204 -3.156 -3.114 -3.066
log_lik[596] 0.121 0.002 0.147 0.122 0.188 0.246 0.308
log_lik[597] -0.295 0.003 0.183 -0.297 -0.215 -0.143 -0.062
log_lik[598] 0.075 0.001 0.110 0.075 0.125 0.170 0.215
log_lik[599] 1.001 0.001 0.089 1.011 1.046 1.076 1.105
log_lik[600] 0.735 0.001 0.103 0.738 0.786 0.824 0.865
log_lik[601] 1.092 0.001 0.053 1.098 1.119 1.136 1.152
log_lik[602] 0.788 0.001 0.083 0.791 0.826 0.859 0.892
log_lik[603] 0.611 0.001 0.104 0.615 0.660 0.700 0.742
log_lik[604] 1.064 0.002 0.093 1.088 1.116 1.134 1.152
log_lik[605] -2.416 0.001 0.104 -2.414 -2.371 -2.330 -2.280
log_lik[606] 1.128 0.001 0.035 1.130 1.144 1.157 1.171
log_lik[607] 1.131 0.000 0.033 1.131 1.146 1.158 1.172
log_lik[608] 1.024 0.001 0.063 1.029 1.056 1.078 1.099
log_lik[609] 0.842 0.001 0.093 0.847 0.887 0.923 0.959
log_lik[610] -2.036 0.002 0.117 -2.037 -1.986 -1.939 -1.884
log_lik[611] 0.834 0.001 0.100 0.840 0.883 0.921 0.959
log_lik[612] 0.791 0.001 0.106 0.795 0.842 0.881 0.923
log_lik[613] -2.991 0.002 0.131 -2.989 -2.932 -2.879 -2.824
log_lik[614] -4.117 0.003 0.180 -4.111 -4.035 -3.966 -3.893
log_lik[615] -0.964 0.001 0.100 -0.963 -0.920 -0.879 -0.837
log_lik[616] 0.434 0.003 0.219 0.443 0.541 0.625 0.708
log_lik[617] 0.492 0.003 0.207 0.507 0.593 0.672 0.751
log_lik[618] -2.428 0.002 0.130 -2.426 -2.370 -2.322 -2.262
log_lik[619] 1.136 0.000 0.031 1.137 1.150 1.162 1.175
log_lik[620] 1.104 0.000 0.033 1.104 1.118 1.131 1.145
log_lik[621] 0.114 0.002 0.129 0.116 0.171 0.222 0.275
log_lik[622] 0.924 0.001 0.040 0.925 0.942 0.958 0.975
log_lik[623] 1.107 0.001 0.038 1.109 1.125 1.139 1.154
log_lik[624] 0.770 0.001 0.095 0.774 0.816 0.850 0.888
log_lik[625] 1.124 0.000 0.031 1.124 1.137 1.150 1.163
log_lik[626] 1.055 0.001 0.048 1.058 1.079 1.098 1.115
log_lik[627] 0.981 0.001 0.039 0.982 0.999 1.014 1.032
log_lik[628] -1.042 0.001 0.078 -1.042 -1.008 -0.977 -0.942
log_lik[629] 0.861 0.001 0.076 0.864 0.897 0.926 0.956
log_lik[630] -1.020 0.002 0.145 -1.022 -0.959 -0.898 -0.830
log_lik[631] 0.108 0.001 0.071 0.109 0.141 0.168 0.198
log_lik[632] -1.660 0.001 0.066 -1.660 -1.631 -1.604 -1.575
log_lik[633] -0.862 0.001 0.084 -0.862 -0.824 -0.791 -0.753
log_lik[634] 0.596 0.001 0.054 0.597 0.621 0.642 0.664
log_lik[635] 0.171 0.001 0.095 0.172 0.215 0.253 0.293
log_lik[636] -2.659 0.001 0.086 -2.656 -2.620 -2.585 -2.550
log_lik[637] -0.131 0.001 0.063 -0.131 -0.103 -0.077 -0.051
log_lik[638] -1.134 0.003 0.208 -1.139 -1.048 -0.960 -0.864
log_lik[639] 0.513 0.001 0.042 0.514 0.532 0.549 0.567
log_lik[640] 1.129 0.001 0.035 1.131 1.145 1.158 1.171
log_lik[641] 0.273 0.001 0.046 0.273 0.293 0.312 0.331
log_lik[642] 0.054 0.001 0.063 0.054 0.082 0.108 0.135
log_lik[643] 0.871 0.001 0.048 0.872 0.892 0.912 0.933
log_lik[644] -0.235 0.001 0.086 -0.233 -0.197 -0.164 -0.125
log_lik[645] 0.738 0.000 0.032 0.739 0.753 0.766 0.779
log_lik[646] 0.132 0.001 0.053 0.133 0.156 0.176 0.200
log_lik[647] 0.032 0.001 0.069 0.033 0.063 0.092 0.121
log_lik[648] 1.115 0.000 0.033 1.115 1.129 1.142 1.157
log_lik[649] -0.739 0.001 0.078 -0.740 -0.704 -0.673 -0.637
log_lik[650] 0.823 0.000 0.032 0.823 0.838 0.850 0.865
log_lik[651] 0.714 0.001 0.097 0.718 0.760 0.795 0.835
log_lik[652] -0.098 0.001 0.068 -0.099 -0.068 -0.040 -0.011
log_lik[653] 0.230 0.001 0.070 0.230 0.262 0.291 0.321
log_lik[654] 0.536 0.001 0.050 0.538 0.560 0.579 0.600
log_lik[655] 0.742 0.000 0.035 0.743 0.758 0.772 0.787
log_lik[656] 0.276 0.001 0.048 0.277 0.298 0.317 0.336
log_lik[657] 1.112 0.000 0.029 1.113 1.125 1.137 1.149
log_lik[658] -0.220 0.001 0.051 -0.220 -0.197 -0.177 -0.155
log_lik[659] 0.703 0.000 0.033 0.703 0.719 0.732 0.747
log_lik[660] 0.076 0.001 0.084 0.077 0.114 0.147 0.181
log_lik[661] 0.842 0.001 0.052 0.844 0.866 0.885 0.907
log_lik[662] 0.930 0.001 0.068 0.933 0.962 0.988 1.013
log_lik[663] 0.752 0.000 0.031 0.752 0.766 0.779 0.792
log_lik[664] 0.895 0.001 0.060 0.897 0.923 0.946 0.972
log_lik[665] -0.254 0.001 0.065 -0.253 -0.225 -0.198 -0.171
log_lik[666] 0.610 0.000 0.035 0.610 0.625 0.639 0.655
log_lik[667] -1.606 0.001 0.063 -1.606 -1.579 -1.553 -1.526
log_lik[668] -0.453 0.001 0.062 -0.452 -0.425 -0.401 -0.374
log_lik[669] 0.684 0.001 0.059 0.686 0.711 0.733 0.757
log_lik[670] -0.047 0.001 0.060 -0.048 -0.021 0.003 0.029
log_lik[671] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[672] 0.975 0.000 0.029 0.975 0.988 0.999 1.012
log_lik[673] 0.854 0.001 0.037 0.854 0.870 0.886 0.901
log_lik[674] 1.140 0.000 0.030 1.140 1.153 1.164 1.177
log_lik[675] 0.898 0.000 0.037 0.899 0.914 0.929 0.945
log_lik[676] 0.998 0.000 0.028 0.998 1.011 1.022 1.035
log_lik[677] -0.379 0.001 0.070 -0.379 -0.348 -0.320 -0.288
log_lik[678] 0.616 0.001 0.043 0.616 0.634 0.652 0.671
log_lik[679] -0.369 0.001 0.055 -0.369 -0.345 -0.323 -0.298
log_lik[680] 1.063 0.000 0.032 1.063 1.077 1.090 1.103
log_lik[681] 1.045 0.000 0.029 1.045 1.057 1.069 1.082
log_lik[682] 1.102 0.000 0.029 1.102 1.115 1.127 1.140
log_lik[683] 0.870 0.000 0.030 0.870 0.884 0.895 0.907
log_lik[684] 0.975 0.001 0.061 0.979 1.003 1.025 1.049
log_lik[685] 0.217 0.001 0.047 0.218 0.238 0.256 0.277
log_lik[686] 0.822 0.000 0.031 0.823 0.836 0.848 0.860
log_lik[687] 0.939 0.000 0.037 0.939 0.956 0.970 0.985
log_lik[688] 0.051 0.001 0.058 0.051 0.077 0.099 0.125
log_lik[689] -0.786 0.001 0.060 -0.785 -0.760 -0.736 -0.708
log_lik[690] 0.226 0.002 0.095 0.229 0.272 0.308 0.347
log_lik[691] 0.762 0.001 0.060 0.764 0.789 0.813 0.837
log_lik[692] -0.351 0.001 0.058 -0.352 -0.325 -0.303 -0.276
log_lik[693] 0.077 0.001 0.067 0.077 0.107 0.135 0.164
log_lik[694] -0.188 0.001 0.060 -0.189 -0.163 -0.137 -0.111
log_lik[695] 0.817 0.001 0.037 0.818 0.834 0.849 0.865
log_lik[696] 1.134 0.000 0.030 1.134 1.147 1.159 1.172
log_lik[697] 0.811 0.001 0.041 0.812 0.830 0.846 0.863
log_lik[698] 0.060 0.001 0.060 0.060 0.086 0.111 0.136
log_lik[699] -2.479 0.002 0.138 -2.476 -2.419 -2.365 -2.304
log_lik[700] 0.376 0.001 0.044 0.377 0.397 0.413 0.432
log_lik[701] 1.129 0.000 0.030 1.129 1.142 1.154 1.167
log_lik[702] 0.887 0.001 0.037 0.888 0.904 0.918 0.935
log_lik[703] -0.130 0.001 0.063 -0.131 -0.102 -0.076 -0.048
log_lik[704] 0.399 0.001 0.048 0.400 0.420 0.441 0.459
log_lik[705] 1.121 0.000 0.030 1.122 1.134 1.146 1.159
log_lik[706] 0.702 0.001 0.042 0.703 0.721 0.737 0.756
log_lik[707] 1.135 0.000 0.030 1.135 1.149 1.160 1.173
log_lik[708] 1.140 0.000 0.030 1.141 1.154 1.165 1.179
log_lik[709] 1.020 0.000 0.033 1.020 1.035 1.048 1.063
log_lik[710] 0.234 0.001 0.059 0.235 0.261 0.283 0.308
log_lik[711] -0.540 0.001 0.083 -0.542 -0.504 -0.468 -0.431
log_lik[712] -0.094 0.001 0.062 -0.094 -0.066 -0.042 -0.015
log_lik[713] 0.053 0.001 0.066 0.053 0.082 0.108 0.138
log_lik[714] 1.010 0.000 0.030 1.010 1.023 1.035 1.048
log_lik[715] 1.037 0.000 0.032 1.037 1.051 1.063 1.079
log_lik[716] 0.109 0.001 0.051 0.109 0.132 0.153 0.175
log_lik[717] 1.135 0.000 0.030 1.136 1.148 1.160 1.174
log_lik[718] 0.137 0.001 0.057 0.137 0.161 0.184 0.209
log_lik[719] 1.030 0.001 0.039 1.031 1.047 1.063 1.080
log_lik[720] -1.767 0.001 0.080 -1.766 -1.730 -1.700 -1.665
log_lik[721] -0.296 0.001 0.094 -0.297 -0.253 -0.215 -0.172
log_lik[722] 0.157 0.002 0.108 0.159 0.206 0.248 0.295
log_lik[723] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[724] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[725] 1.139 0.000 0.030 1.139 1.152 1.164 1.178
log_lik[726] 0.051 0.001 0.092 0.052 0.095 0.130 0.172
log_lik[727] 0.726 0.001 0.050 0.727 0.749 0.769 0.791
log_lik[728] 1.126 0.000 0.030 1.126 1.139 1.151 1.164
log_lik[729] 0.993 0.000 0.034 0.994 1.008 1.021 1.036
log_lik[730] 1.072 0.000 0.033 1.071 1.086 1.099 1.114
log_lik[731] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[732] 0.419 0.001 0.070 0.420 0.452 0.479 0.508
log_lik[733] -3.524 0.001 0.105 -3.521 -3.474 -3.437 -3.390
log_lik[734] 0.667 0.002 0.113 0.672 0.721 0.763 0.810
log_lik[735] -0.691 0.001 0.060 -0.692 -0.666 -0.640 -0.613
log_lik[736] 0.982 0.000 0.029 0.982 0.994 1.006 1.018
log_lik[737] 0.755 0.001 0.061 0.756 0.783 0.807 0.833
log_lik[738] 1.131 0.000 0.030 1.131 1.144 1.156 1.169
log_lik[739] 0.975 0.001 0.038 0.976 0.992 1.007 1.023
log_lik[740] 0.540 0.001 0.057 0.541 0.566 0.589 0.613
log_lik[741] -1.116 0.001 0.082 -1.116 -1.080 -1.047 -1.012
log_lik[742] 1.130 0.000 0.030 1.130 1.143 1.155 1.168
log_lik[743] -1.535 0.001 0.060 -1.535 -1.509 -1.485 -1.458
log_lik[744] 1.137 0.000 0.030 1.138 1.151 1.162 1.175
log_lik[745] 0.660 0.001 0.053 0.661 0.685 0.705 0.727
log_lik[746] 0.914 0.001 0.040 0.915 0.933 0.948 0.965
log_lik[747] -0.599 0.001 0.072 -0.598 -0.567 -0.540 -0.509
log_lik[748] 0.917 0.001 0.039 0.917 0.934 0.949 0.966
log_lik[749] 1.130 0.000 0.030 1.130 1.143 1.155 1.168
log_lik[750] 0.647 0.000 0.036 0.647 0.663 0.678 0.693
log_lik[751] 1.031 0.000 0.031 1.031 1.044 1.057 1.070
log_lik[752] 1.032 0.000 0.030 1.032 1.045 1.057 1.070
log_lik[753] -0.715 0.001 0.058 -0.715 -0.690 -0.665 -0.640
log_lik[754] 0.659 0.002 0.098 0.663 0.703 0.743 0.784
log_lik[755] 0.883 0.000 0.033 0.883 0.898 0.911 0.926
log_lik[756] -1.435 0.001 0.072 -1.435 -1.404 -1.375 -1.342
log_lik[757] 1.132 0.000 0.030 1.132 1.145 1.157 1.171
log_lik[758] 1.139 0.000 0.030 1.139 1.153 1.164 1.177
log_lik[759] -0.254 0.001 0.062 -0.254 -0.227 -0.203 -0.175
log_lik[760] 0.014 0.001 0.063 0.015 0.043 0.067 0.094
log_lik[761] 1.111 0.000 0.030 1.111 1.124 1.136 1.149
log_lik[762] 0.598 0.001 0.088 0.602 0.639 0.673 0.710
log_lik[763] 1.007 0.000 0.035 1.007 1.022 1.036 1.051
log_lik[764] 1.106 0.000 0.029 1.106 1.119 1.131 1.144
log_lik[765] 1.044 0.000 0.034 1.044 1.059 1.072 1.087
log_lik[766] 0.029 0.001 0.064 0.028 0.057 0.085 0.112
log_lik[767] 0.912 0.001 0.055 0.913 0.938 0.958 0.981
log_lik[768] 0.397 0.001 0.042 0.398 0.416 0.432 0.451
log_lik[769] 1.022 0.000 0.029 1.022 1.035 1.047 1.059
log_lik[770] 0.315 0.001 0.048 0.315 0.336 0.356 0.376
log_lik[771] 0.637 0.001 0.053 0.637 0.662 0.682 0.706
log_lik[772] 1.089 0.000 0.030 1.089 1.102 1.114 1.128
log_lik[773] -0.105 0.001 0.056 -0.105 -0.081 -0.057 -0.033
log_lik[774] 0.950 0.001 0.040 0.951 0.968 0.984 1.002
log_lik[775] 0.873 0.001 0.042 0.874 0.892 0.908 0.926
log_lik[776] 0.569 0.001 0.050 0.569 0.591 0.610 0.633
log_lik[777] 0.247 0.001 0.070 0.249 0.279 0.307 0.335
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log_lik[779] 0.313 0.001 0.086 0.315 0.354 0.387 0.425
log_lik[780] 1.130 0.000 0.031 1.130 1.143 1.156 1.169
log_lik[781] 0.996 0.000 0.031 0.996 1.010 1.022 1.035
log_lik[782] 0.916 0.000 0.032 0.916 0.930 0.942 0.956
log_lik[783] 0.852 0.001 0.049 0.853 0.875 0.894 0.914
log_lik[784] 0.709 0.001 0.049 0.709 0.731 0.750 0.771
log_lik[785] 1.086 0.000 0.030 1.087 1.099 1.111 1.125
log_lik[786] 0.668 0.001 0.056 0.670 0.695 0.716 0.740
log_lik[787] 0.831 0.001 0.041 0.831 0.849 0.866 0.883
log_lik[788] -1.794 0.001 0.080 -1.794 -1.758 -1.727 -1.693
log_lik[789] 0.301 0.001 0.053 0.301 0.325 0.347 0.368
log_lik[790] 0.955 0.000 0.032 0.955 0.970 0.982 0.996
log_lik[791] 1.140 0.000 0.030 1.140 1.153 1.165 1.177
log_lik[792] 1.015 0.000 0.033 1.015 1.029 1.043 1.057
log_lik[793] 1.108 0.000 0.031 1.108 1.122 1.134 1.148
log_lik[794] 0.953 0.001 0.039 0.954 0.971 0.986 1.004
log_lik[795] 0.860 0.001 0.050 0.861 0.883 0.903 0.923
log_lik[796] 0.679 0.001 0.056 0.680 0.703 0.726 0.749
log_lik[797] 0.895 0.001 0.052 0.896 0.918 0.940 0.962
log_lik[798] -0.508 0.001 0.098 -0.508 -0.464 -0.424 -0.382
log_lik[799] 1.093 0.000 0.032 1.093 1.107 1.120 1.135
log_lik[800] 0.351 0.001 0.046 0.352 0.372 0.390 0.411
log_lik[801] -1.420 0.001 0.060 -1.421 -1.394 -1.370 -1.343
log_lik[802] 0.680 0.001 0.044 0.680 0.699 0.717 0.735
log_lik[803] 1.061 0.000 0.033 1.061 1.076 1.089 1.103
log_lik[804] 0.853 0.001 0.039 0.854 0.870 0.886 0.904
log_lik[805] 1.071 0.000 0.032 1.071 1.085 1.098 1.113
log_lik[806] 1.075 0.001 0.037 1.075 1.092 1.107 1.123
log_lik[807] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[808] 1.138 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[809] 0.575 0.001 0.052 0.575 0.598 0.619 0.642
log_lik[810] 1.044 0.000 0.033 1.044 1.058 1.071 1.086
log_lik[811] -0.506 0.001 0.080 -0.507 -0.471 -0.439 -0.402
log_lik[812] 0.503 0.001 0.045 0.504 0.523 0.541 0.561
log_lik[813] 0.655 0.001 0.049 0.655 0.678 0.698 0.718
log_lik[814] -0.354 0.001 0.069 -0.353 -0.324 -0.295 -0.265
log_lik[815] 0.756 0.001 0.044 0.756 0.776 0.792 0.812
log_lik[816] 0.879 0.001 0.039 0.879 0.897 0.912 0.928
log_lik[817] 1.061 0.001 0.044 1.064 1.082 1.098 1.116
log_lik[818] 1.100 0.000 0.030 1.101 1.114 1.126 1.139
log_lik[819] 0.341 0.001 0.052 0.341 0.365 0.385 0.407
log_lik[820] 0.418 0.001 0.050 0.419 0.439 0.460 0.483
log_lik[821] 0.789 0.001 0.064 0.790 0.818 0.844 0.872
log_lik[822] 0.982 0.000 0.034 0.982 0.997 1.010 1.025
log_lik[823] 0.047 0.001 0.057 0.048 0.073 0.096 0.122
log_lik[824] -0.198 0.001 0.066 -0.198 -0.168 -0.142 -0.114
log_lik[825] 1.124 0.000 0.030 1.124 1.137 1.149 1.163
log_lik[826] 0.471 0.001 0.047 0.472 0.493 0.511 0.531
log_lik[827] -1.263 0.001 0.066 -1.264 -1.235 -1.208 -1.177
log_lik[828] 0.023 0.001 0.055 0.022 0.047 0.069 0.095
log_lik[829] 0.914 0.000 0.036 0.914 0.930 0.944 0.960
log_lik[830] 1.041 0.000 0.033 1.042 1.056 1.068 1.082
log_lik[831] 0.707 0.001 0.038 0.707 0.724 0.740 0.757
log_lik[832] 1.019 0.001 0.042 1.019 1.039 1.054 1.072
log_lik[833] 0.934 0.000 0.031 0.934 0.948 0.960 0.974
log_lik[834] -0.941 0.001 0.061 -0.940 -0.915 -0.891 -0.863
log_lik[835] 1.097 0.000 0.034 1.098 1.113 1.126 1.142
log_lik[836] 1.024 0.000 0.031 1.025 1.038 1.050 1.064
log_lik[837] 0.045 0.001 0.079 0.045 0.080 0.114 0.147
log_lik[838] 0.240 0.001 0.048 0.240 0.262 0.281 0.302
log_lik[839] 0.836 0.000 0.035 0.836 0.852 0.866 0.881
log_lik[840] -2.417 0.001 0.077 -2.416 -2.382 -2.351 -2.320
log_lik[841] 0.758 0.001 0.081 0.762 0.796 0.826 0.859
log_lik[842] -1.641 0.002 0.110 -1.641 -1.592 -1.548 -1.500
log_lik[843] 0.243 0.001 0.098 0.246 0.289 0.325 0.367
log_lik[844] 0.426 0.001 0.072 0.428 0.460 0.487 0.518
log_lik[845] 0.631 0.001 0.071 0.633 0.663 0.690 0.722
log_lik[846] -0.041 0.001 0.065 -0.042 -0.012 0.013 0.042
log_lik[847] 1.017 0.001 0.051 1.019 1.042 1.060 1.082
log_lik[848] 0.762 0.000 0.034 0.762 0.778 0.790 0.804
log_lik[849] 0.852 0.000 0.030 0.851 0.865 0.877 0.889
log_lik[850] 0.655 0.001 0.044 0.656 0.675 0.693 0.711
log_lik[851] 0.941 0.001 0.048 0.942 0.962 0.982 1.001
log_lik[852] 1.064 0.001 0.037 1.063 1.080 1.095 1.111
log_lik[853] 0.618 0.000 0.034 0.618 0.633 0.647 0.662
log_lik[854] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[855] 1.115 0.000 0.029 1.115 1.128 1.139 1.152
log_lik[856] 0.782 0.001 0.046 0.783 0.803 0.820 0.839
log_lik[857] 1.015 0.001 0.039 1.016 1.033 1.049 1.066
log_lik[858] -0.920 0.002 0.098 -0.920 -0.876 -0.837 -0.793
log_lik[859] 0.849 0.001 0.060 0.850 0.875 0.899 0.924
log_lik[860] 1.105 0.000 0.031 1.105 1.119 1.130 1.144
log_lik[861] 1.132 0.000 0.030 1.132 1.145 1.157 1.170
log_lik[862] -0.046 0.001 0.077 -0.046 -0.011 0.021 0.053
log_lik[863] 0.398 0.001 0.055 0.400 0.423 0.444 0.467
log_lik[864] 1.134 0.000 0.030 1.134 1.147 1.159 1.172
log_lik[865] 1.135 0.000 0.031 1.135 1.148 1.161 1.173
log_lik[866] 0.026 0.001 0.068 0.026 0.056 0.083 0.112
log_lik[867] 0.519 0.001 0.066 0.519 0.550 0.576 0.602
log_lik[868] 0.011 0.001 0.080 0.012 0.047 0.077 0.113
log_lik[869] -0.279 0.001 0.063 -0.279 -0.251 -0.226 -0.198
log_lik[870] -3.189 0.001 0.095 -3.187 -3.146 -3.107 -3.069
log_lik[871] 1.129 0.000 0.031 1.129 1.143 1.155 1.168
log_lik[872] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[873] 0.243 0.001 0.044 0.243 0.263 0.281 0.300
log_lik[874] 0.373 0.001 0.048 0.374 0.395 0.414 0.434
log_lik[875] 1.140 0.000 0.030 1.139 1.153 1.165 1.178
log_lik[876] 0.589 0.001 0.043 0.589 0.609 0.626 0.644
log_lik[877] 1.135 0.000 0.030 1.135 1.148 1.160 1.173
log_lik[878] 1.003 0.000 0.028 1.003 1.015 1.027 1.040
log_lik[879] 0.919 0.000 0.035 0.920 0.935 0.949 0.963
log_lik[880] 0.551 0.001 0.039 0.552 0.569 0.584 0.601
log_lik[881] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[882] 0.669 0.001 0.042 0.670 0.688 0.704 0.724
log_lik[883] 1.015 0.000 0.030 1.015 1.028 1.040 1.054
log_lik[884] 0.154 0.001 0.049 0.154 0.176 0.196 0.218
log_lik[885] 1.088 0.001 0.040 1.090 1.106 1.122 1.137
log_lik[886] -0.323 0.001 0.060 -0.322 -0.297 -0.272 -0.247
log_lik[887] 0.828 0.000 0.032 0.828 0.842 0.855 0.869
log_lik[888] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[889] 0.978 0.000 0.030 0.978 0.991 1.003 1.016
log_lik[890] 1.104 0.000 0.033 1.104 1.119 1.131 1.147
log_lik[891] 0.251 0.001 0.058 0.252 0.278 0.301 0.325
log_lik[892] -0.407 0.001 0.057 -0.407 -0.381 -0.359 -0.333
log_lik[893] -2.236 0.001 0.083 -2.235 -2.199 -2.167 -2.130
log_lik[894] 1.085 0.000 0.033 1.085 1.100 1.113 1.128
log_lik[895] 1.112 0.000 0.030 1.112 1.124 1.137 1.150
log_lik[896] 0.766 0.001 0.049 0.766 0.788 0.806 0.829
log_lik[897] -0.235 0.001 0.059 -0.236 -0.210 -0.185 -0.158
log_lik[898] -0.179 0.001 0.073 -0.178 -0.145 -0.118 -0.086
log_lik[899] 0.499 0.001 0.043 0.500 0.519 0.535 0.553
log_lik[900] -0.039 0.001 0.064 -0.038 -0.010 0.016 0.043
log_lik[901] 0.972 0.001 0.040 0.972 0.990 1.005 1.022
log_lik[902] 0.704 0.001 0.051 0.706 0.728 0.748 0.770
log_lik[903] 1.003 0.000 0.035 1.003 1.019 1.032 1.046
log_lik[904] 1.137 0.000 0.030 1.137 1.150 1.162 1.176
log_lik[905] 1.115 0.000 0.031 1.116 1.129 1.141 1.155
log_lik[906] 1.107 0.000 0.034 1.108 1.122 1.135 1.151
log_lik[907] 1.026 0.000 0.034 1.026 1.041 1.054 1.069
log_lik[908] 0.481 0.001 0.059 0.481 0.507 0.531 0.554
log_lik[909] -0.216 0.001 0.073 -0.215 -0.183 -0.156 -0.123
log_lik[910] 0.715 0.001 0.045 0.716 0.736 0.755 0.773
log_lik[911] 1.054 0.000 0.032 1.053 1.067 1.080 1.094
log_lik[912] 0.880 0.001 0.048 0.882 0.902 0.921 0.940
log_lik[913] 0.552 0.001 0.050 0.552 0.575 0.596 0.617
log_lik[914] 1.129 0.000 0.032 1.129 1.143 1.156 1.169
log_lik[915] 0.518 0.001 0.059 0.518 0.545 0.569 0.594
log_lik[916] -0.154 0.001 0.067 -0.154 -0.124 -0.097 -0.068
log_lik[917] 0.618 0.001 0.043 0.619 0.638 0.655 0.672
log_lik[918] 1.092 0.000 0.030 1.093 1.105 1.117 1.131
log_lik[919] 0.998 0.000 0.033 0.998 1.012 1.026 1.039
log_lik[920] 0.633 0.001 0.057 0.635 0.660 0.682 0.706
log_lik[921] 0.069 0.001 0.062 0.071 0.097 0.121 0.148
log_lik[922] 0.813 0.001 0.042 0.814 0.832 0.847 0.865
log_lik[923] 0.801 0.001 0.059 0.803 0.828 0.850 0.874
log_lik[924] 0.947 0.001 0.042 0.948 0.967 0.982 1.000
log_lik[925] 0.246 0.001 0.057 0.248 0.272 0.293 0.319
log_lik[926] 0.113 0.001 0.055 0.114 0.137 0.159 0.183
log_lik[927] 1.103 0.000 0.032 1.103 1.116 1.129 1.143
log_lik[928] 0.834 0.000 0.037 0.835 0.851 0.867 0.882
log_lik[929] 1.118 0.000 0.031 1.118 1.131 1.144 1.158
log_lik[930] 1.058 0.001 0.052 1.061 1.083 1.102 1.122
log_lik[931] 1.000 0.000 0.033 1.000 1.015 1.027 1.042
log_lik[932] 0.380 0.001 0.054 0.381 0.405 0.426 0.449
log_lik[933] 0.975 0.000 0.033 0.975 0.989 1.002 1.016
log_lik[934] 0.742 0.001 0.045 0.743 0.763 0.781 0.800
log_lik[935] -1.090 0.001 0.069 -1.091 -1.060 -1.033 -1.002
log_lik[936] 0.646 0.001 0.081 0.649 0.684 0.716 0.747
log_lik[937] 1.085 0.000 0.032 1.085 1.099 1.112 1.125
log_lik[938] 1.125 0.000 0.030 1.126 1.139 1.151 1.164
log_lik[939] 1.130 0.000 0.031 1.130 1.143 1.156 1.169
log_lik[940] 1.080 0.000 0.034 1.081 1.095 1.109 1.124
log_lik[941] 1.128 0.000 0.030 1.128 1.140 1.153 1.167
log_lik[942] 1.015 0.000 0.032 1.016 1.029 1.042 1.056
log_lik[943] 0.810 0.001 0.054 0.811 0.835 0.857 0.878
log_lik[944] 1.085 0.000 0.032 1.085 1.098 1.111 1.125
log_lik[945] 0.159 0.001 0.086 0.160 0.198 0.232 0.268
log_lik[946] -0.867 0.001 0.069 -0.867 -0.837 -0.809 -0.778
log_lik[947] 0.880 0.001 0.047 0.881 0.901 0.920 0.939
log_lik[948] -2.125 0.001 0.069 -2.125 -2.095 -2.067 -2.037
log_lik[949] 1.099 0.001 0.036 1.100 1.116 1.130 1.145
log_lik[950] 1.133 0.000 0.030 1.133 1.146 1.158 1.172
log_lik[951] -0.299 0.001 0.091 -0.300 -0.259 -0.224 -0.183
log_lik[952] -0.928 0.001 0.089 -0.927 -0.889 -0.853 -0.814
log_lik[953] 1.121 0.001 0.038 1.124 1.139 1.153 1.168
log_lik[954] 1.125 0.000 0.032 1.125 1.140 1.152 1.166
log_lik[955] 0.047 0.001 0.070 0.046 0.078 0.105 0.137
log_lik[956] 1.045 0.001 0.047 1.047 1.067 1.085 1.103
log_lik[957] 1.137 0.000 0.030 1.138 1.150 1.162 1.176
log_lik[958] -0.585 0.001 0.080 -0.585 -0.551 -0.518 -0.483
log_lik[959] -0.438 0.001 0.070 -0.438 -0.407 -0.379 -0.349
log_lik[960] 0.169 0.001 0.065 0.170 0.197 0.223 0.251
log_lik[961] 0.671 0.001 0.068 0.673 0.702 0.728 0.756
log_lik[962] 1.118 0.000 0.030 1.119 1.132 1.144 1.157
log_lik[963] 1.089 0.001 0.035 1.090 1.105 1.119 1.134
log_lik[964] -0.189 0.001 0.067 -0.190 -0.160 -0.133 -0.104
log_lik[965] 0.933 0.001 0.050 0.934 0.956 0.977 0.997
log_lik[966] 0.884 0.000 0.036 0.883 0.899 0.914 0.930
log_lik[967] 0.767 0.001 0.047 0.768 0.789 0.806 0.826
log_lik[968] 0.603 0.001 0.049 0.604 0.625 0.644 0.666
log_lik[969] 1.136 0.000 0.030 1.136 1.149 1.161 1.174
log_lik[970] 0.949 0.001 0.037 0.949 0.965 0.980 0.996
log_lik[971] 0.576 0.001 0.065 0.577 0.606 0.632 0.658
log_lik[972] -1.063 0.001 0.063 -1.063 -1.035 -1.010 -0.983
log_lik[973] 0.037 0.001 0.055 0.037 0.061 0.085 0.108
log_lik[974] 1.063 0.001 0.039 1.063 1.081 1.096 1.111
log_lik[975] 1.083 0.000 0.029 1.084 1.096 1.108 1.121
log_lik[976] 1.082 0.001 0.041 1.083 1.101 1.117 1.133
log_lik[977] 1.133 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[978] 0.920 0.000 0.035 0.921 0.935 0.949 0.964
log_lik[979] 0.736 0.001 0.072 0.737 0.770 0.799 0.827
log_lik[980] 1.103 0.000 0.029 1.103 1.116 1.128 1.140
log_lik[981] 1.098 0.000 0.031 1.098 1.112 1.124 1.137
log_lik[982] 1.057 0.001 0.041 1.058 1.075 1.092 1.109
log_lik[983] 0.646 0.000 0.034 0.646 0.661 0.674 0.690
log_lik[984] 0.231 0.001 0.044 0.231 0.251 0.268 0.287
log_lik[985] 0.758 0.001 0.049 0.759 0.780 0.800 0.821
log_lik[986] 1.085 0.000 0.030 1.086 1.099 1.110 1.123
log_lik[987] 0.872 0.000 0.032 0.872 0.885 0.898 0.912
log_lik[988] 1.124 0.000 0.031 1.124 1.137 1.149 1.164
log_lik[989] -3.253 0.001 0.109 -3.253 -3.203 -3.158 -3.115
log_lik[990] 0.898 0.001 0.049 0.900 0.921 0.939 0.960
log_lik[991] 0.947 0.001 0.052 0.948 0.972 0.992 1.014
log_lik[992] 0.958 0.000 0.030 0.958 0.971 0.983 0.996
log_lik[993] 0.856 0.000 0.035 0.855 0.871 0.886 0.900
log_lik[994] 0.519 0.001 0.047 0.520 0.540 0.558 0.579
log_lik[995] 0.686 0.001 0.044 0.688 0.706 0.723 0.742
log_lik[996] 1.080 0.000 0.034 1.080 1.095 1.108 1.123
log_lik[997] 1.136 0.000 0.030 1.136 1.149 1.161 1.175
log_lik[998] 1.110 0.000 0.029 1.111 1.123 1.135 1.148
log_lik[999] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[1000] 0.833 0.001 0.037 0.833 0.849 0.864 0.881
log_lik[1001] 1.052 0.001 0.036 1.053 1.068 1.082 1.099
log_lik[1002] -1.027 0.001 0.067 -1.028 -0.997 -0.971 -0.941
log_lik[1003] 1.121 0.000 0.031 1.121 1.134 1.147 1.161
log_lik[1004] 1.015 0.000 0.030 1.015 1.029 1.041 1.054
log_lik[1005] -0.454 0.001 0.063 -0.454 -0.427 -0.403 -0.373
log_lik[1006] 1.066 0.001 0.039 1.067 1.084 1.098 1.117
log_lik[1007] -0.069 0.001 0.087 -0.069 -0.031 0.005 0.041
log_lik[1008] 1.060 0.001 0.045 1.062 1.081 1.096 1.116
log_lik[1009] 0.325 0.001 0.044 0.326 0.345 0.362 0.381
log_lik[1010] 1.139 0.000 0.030 1.139 1.152 1.164 1.177
log_lik[1011] 0.488 0.001 0.038 0.488 0.505 0.519 0.536
log_lik[1012] 1.094 0.001 0.060 1.104 1.125 1.142 1.158
log_lik[1013] 1.035 0.000 0.030 1.036 1.048 1.060 1.073
log_lik[1014] 1.131 0.000 0.030 1.132 1.144 1.156 1.169
log_lik[1015] 0.070 0.001 0.049 0.070 0.091 0.110 0.132
log_lik[1016] 0.470 0.001 0.049 0.470 0.491 0.511 0.533
log_lik[1017] 1.130 0.000 0.030 1.130 1.143 1.155 1.169
log_lik[1018] -0.564 0.002 0.119 -0.566 -0.513 -0.461 -0.408
log_lik[1019] -0.327 0.002 0.153 -0.325 -0.260 -0.199 -0.135
log_lik[1020] 1.112 0.000 0.032 1.112 1.125 1.138 1.153
log_lik[1021] 0.071 0.001 0.056 0.072 0.096 0.119 0.143
log_lik[1022] 1.016 0.000 0.032 1.016 1.030 1.043 1.056
log_lik[1023] 1.032 0.000 0.032 1.032 1.046 1.058 1.073
log_lik[1024] 1.127 0.000 0.030 1.127 1.140 1.152 1.165
log_lik[1025] -2.007 0.001 0.070 -2.005 -1.975 -1.948 -1.916
log_lik[1026] 0.895 0.001 0.079 0.900 0.933 0.962 0.993
log_lik[1027] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[1028] 1.118 0.000 0.032 1.118 1.132 1.145 1.158
log_lik[1029] 0.795 0.001 0.059 0.796 0.822 0.845 0.871
log_lik[1030] 0.782 0.001 0.050 0.783 0.804 0.823 0.845
log_lik[1031] -0.294 0.001 0.058 -0.295 -0.269 -0.245 -0.220
log_lik[1032] 0.923 0.000 0.035 0.923 0.939 0.953 0.968
log_lik[1033] -1.257 0.001 0.074 -1.256 -1.224 -1.196 -1.162
log_lik[1034] 1.014 0.000 0.030 1.015 1.027 1.039 1.052
log_lik[1035] 1.121 0.000 0.030 1.120 1.133 1.146 1.159
log_lik[1036] 0.928 0.000 0.030 0.928 0.941 0.953 0.966
log_lik[1037] -0.849 0.001 0.060 -0.850 -0.823 -0.800 -0.773
log_lik[1038] 0.306 0.001 0.090 0.308 0.346 0.382 0.419
log_lik[1039] 0.489 0.001 0.047 0.489 0.509 0.528 0.549
log_lik[1040] 1.132 0.000 0.030 1.132 1.145 1.158 1.171
log_lik[1041] 0.850 0.000 0.035 0.851 0.866 0.880 0.895
log_lik[1042] 0.791 0.001 0.048 0.792 0.813 0.831 0.850
log_lik[1043] 0.611 0.001 0.039 0.612 0.629 0.645 0.661
log_lik[1044] 0.806 0.001 0.044 0.808 0.826 0.843 0.861
log_lik[1045] 1.118 0.001 0.035 1.119 1.135 1.148 1.162
log_lik[1046] 1.122 0.000 0.030 1.122 1.135 1.147 1.160
log_lik[1047] 0.890 0.001 0.048 0.891 0.912 0.930 0.951
log_lik[1048] 0.212 0.001 0.052 0.213 0.235 0.256 0.278
log_lik[1049] 1.123 0.000 0.030 1.123 1.136 1.148 1.162
log_lik[1050] 0.246 0.001 0.050 0.247 0.269 0.287 0.309
log_lik[1051] 1.112 0.000 0.031 1.112 1.126 1.138 1.151
log_lik[1052] 0.927 0.000 0.032 0.927 0.941 0.954 0.967
log_lik[1053] 1.041 0.000 0.032 1.040 1.055 1.067 1.081
log_lik[1054] 1.096 0.000 0.032 1.095 1.110 1.123 1.138
log_lik[1055] 1.093 0.000 0.030 1.093 1.106 1.118 1.131
log_lik[1056] 1.063 0.001 0.038 1.064 1.080 1.095 1.111
log_lik[1057] 1.078 0.001 0.035 1.078 1.094 1.108 1.123
log_lik[1058] 1.090 0.000 0.030 1.090 1.103 1.115 1.128
log_lik[1059] 0.559 0.001 0.044 0.560 0.579 0.597 0.616
log_lik[1060] -0.805 0.001 0.074 -0.806 -0.773 -0.742 -0.709
log_lik[1061] 1.098 0.000 0.033 1.099 1.113 1.126 1.141
log_lik[1062] -0.719 0.001 0.088 -0.720 -0.680 -0.645 -0.605
log_lik[1063] 0.440 0.001 0.052 0.442 0.463 0.484 0.507
log_lik[1064] 0.894 0.001 0.056 0.894 0.921 0.943 0.964
log_lik[1065] 0.069 0.001 0.059 0.070 0.096 0.119 0.145
log_lik[1066] 1.137 0.000 0.030 1.137 1.150 1.162 1.175
log_lik[1067] 0.495 0.001 0.051 0.497 0.519 0.539 0.560
log_lik[1068] 0.849 0.002 0.107 0.857 0.901 0.941 0.979
log_lik[1069] 1.016 0.000 0.032 1.017 1.030 1.042 1.057
log_lik[1070] 0.472 0.001 0.058 0.473 0.499 0.521 0.546
log_lik[1071] 0.455 0.001 0.058 0.456 0.481 0.504 0.527
log_lik[1072] 0.697 0.001 0.056 0.698 0.722 0.744 0.768
log_lik[1073] -0.776 0.001 0.064 -0.776 -0.748 -0.722 -0.693
log_lik[1074] 1.123 0.000 0.030 1.124 1.137 1.149 1.162
log_lik[1075] 0.690 0.001 0.064 0.691 0.719 0.744 0.770
log_lik[1076] 1.102 0.000 0.034 1.102 1.117 1.131 1.145
log_lik[1077] 0.921 0.001 0.038 0.922 0.938 0.953 0.969
log_lik[1078] 1.136 0.000 0.030 1.136 1.149 1.161 1.175
log_lik[1079] 0.204 0.001 0.069 0.204 0.235 0.263 0.293
log_lik[1080] -1.274 0.001 0.080 -1.275 -1.239 -1.207 -1.171
log_lik[1081] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[1082] 0.053 0.001 0.060 0.053 0.079 0.104 0.130
log_lik[1083] 0.368 0.001 0.084 0.369 0.407 0.439 0.475
log_lik[1084] 1.090 0.000 0.031 1.090 1.103 1.116 1.130
log_lik[1085] 0.794 0.001 0.043 0.795 0.813 0.831 0.848
log_lik[1086] 0.810 0.001 0.054 0.811 0.834 0.854 0.877
log_lik[1087] 0.820 0.001 0.042 0.821 0.839 0.855 0.872
log_lik[1088] 1.092 0.000 0.034 1.093 1.107 1.121 1.135
log_lik[1089] 1.090 0.000 0.035 1.090 1.105 1.118 1.135
log_lik[1090] 1.059 0.000 0.034 1.060 1.074 1.087 1.102
log_lik[1091] 0.002 0.002 0.107 0.000 0.049 0.093 0.138
log_lik[1092] 1.127 0.000 0.032 1.127 1.141 1.153 1.168
log_lik[1093] 0.826 0.001 0.050 0.827 0.848 0.868 0.889
log_lik[1094] 1.009 0.001 0.038 1.010 1.026 1.041 1.057
log_lik[1095] -1.646 0.002 0.110 -1.647 -1.596 -1.551 -1.505
log_lik[1096] 1.130 0.000 0.031 1.130 1.143 1.156 1.169
log_lik[1097] 0.362 0.003 0.230 0.367 0.473 0.560 0.655
log_lik[1098] 1.138 0.000 0.030 1.138 1.152 1.163 1.176
log_lik[1099] 0.857 0.001 0.041 0.857 0.875 0.891 0.908
log_lik[1100] 1.051 0.001 0.037 1.052 1.068 1.083 1.099
log_lik[1101] 1.140 0.000 0.030 1.140 1.154 1.165 1.178
log_lik[1102] 1.074 0.001 0.039 1.075 1.091 1.107 1.124
log_lik[1103] 0.766 0.001 0.049 0.766 0.788 0.808 0.828
log_lik[1104] 1.037 0.001 0.041 1.038 1.056 1.072 1.089
log_lik[1105] 0.934 0.001 0.043 0.935 0.954 0.971 0.989
log_lik[1106] 1.040 0.000 0.034 1.041 1.056 1.069 1.085
log_lik[1107] 1.137 0.000 0.030 1.137 1.151 1.163 1.175
log_lik[1108] 1.102 0.000 0.032 1.103 1.116 1.129 1.142
log_lik[1109] 0.989 0.000 0.035 0.990 1.005 1.019 1.033
log_lik[1110] 1.026 0.000 0.035 1.026 1.041 1.055 1.070
log_lik[1111] 0.815 0.001 0.042 0.816 0.835 0.851 0.869
log_lik[1112] 0.400 0.001 0.058 0.400 0.426 0.448 0.473
log_lik[1113] 1.060 0.000 0.033 1.060 1.075 1.088 1.102
log_lik[1114] 1.139 0.000 0.030 1.139 1.152 1.164 1.177
log_lik[1115] 0.549 0.001 0.054 0.550 0.573 0.595 0.617
log_lik[1116] 1.042 0.000 0.036 1.043 1.058 1.072 1.088
log_lik[1117] -0.682 0.001 0.080 -0.681 -0.648 -0.616 -0.580
log_lik[1118] 0.537 0.002 0.132 0.540 0.598 0.651 0.704
log_lik[1119] 1.005 0.001 0.064 1.010 1.036 1.061 1.085
log_lik[1120] 1.107 0.000 0.031 1.108 1.121 1.133 1.147
log_lik[1121] 1.131 0.000 0.032 1.132 1.145 1.158 1.171
log_lik[1122] 1.132 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[1123] 1.131 0.000 0.030 1.131 1.144 1.156 1.170
log_lik[1124] -2.737 0.001 0.083 -2.735 -2.700 -2.667 -2.633
log_lik[1125] 0.183 0.001 0.082 0.185 0.221 0.253 0.288
log_lik[1126] 1.121 0.000 0.033 1.123 1.136 1.149 1.163
log_lik[1127] 1.116 0.000 0.032 1.116 1.130 1.143 1.158
log_lik[1128] 1.128 0.000 0.030 1.128 1.142 1.154 1.167
log_lik[1129] 0.905 0.000 0.034 0.906 0.921 0.934 0.948
log_lik[1130] 1.083 0.000 0.032 1.084 1.097 1.110 1.124
log_lik[1131] 0.997 0.001 0.039 0.997 1.015 1.031 1.048
log_lik[1132] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[1133] 0.939 0.001 0.052 0.941 0.963 0.983 1.005
log_lik[1134] 0.252 0.001 0.058 0.252 0.277 0.302 0.327
log_lik[1135] -0.021 0.001 0.067 -0.022 0.009 0.036 0.065
log_lik[1136] 1.110 0.000 0.030 1.110 1.123 1.135 1.150
log_lik[1137] 0.787 0.001 0.043 0.788 0.807 0.824 0.842
log_lik[1138] 1.104 0.000 0.030 1.104 1.116 1.129 1.143
log_lik[1139] 1.049 0.000 0.032 1.049 1.063 1.075 1.089
log_lik[1140] 0.936 0.001 0.041 0.936 0.955 0.972 0.989
log_lik[1141] 1.136 0.000 0.030 1.136 1.150 1.162 1.175
log_lik[1142] 1.098 0.000 0.031 1.098 1.111 1.123 1.137
log_lik[1143] 0.267 0.001 0.082 0.267 0.305 0.337 0.372
log_lik[1144] 1.133 0.000 0.030 1.133 1.146 1.158 1.172
log_lik[1145] 0.329 0.001 0.063 0.329 0.357 0.384 0.411
log_lik[1146] 0.527 0.001 0.062 0.528 0.556 0.579 0.604
log_lik[1147] -1.322 0.001 0.073 -1.323 -1.291 -1.261 -1.227
log_lik[1148] -1.516 0.001 0.070 -1.516 -1.485 -1.457 -1.427
log_lik[1149] 1.134 0.000 0.030 1.134 1.147 1.159 1.172
log_lik[1150] 1.140 0.000 0.030 1.140 1.154 1.165 1.178
log_lik[1151] 1.101 0.000 0.030 1.101 1.114 1.126 1.139
log_lik[1152] 1.045 0.000 0.029 1.045 1.058 1.069 1.082
log_lik[1153] 0.940 0.000 0.030 0.940 0.953 0.965 0.978
log_lik[1154] 1.008 0.000 0.030 1.008 1.021 1.033 1.045
log_lik[1155] -3.615 0.002 0.147 -3.611 -3.545 -3.489 -3.432
log_lik[1156] 1.109 0.001 0.037 1.111 1.126 1.140 1.155
log_lik[1157] 1.120 0.000 0.030 1.120 1.133 1.145 1.158
log_lik[1158] 1.062 0.000 0.033 1.063 1.077 1.091 1.105
log_lik[1159] 1.133 0.000 0.030 1.133 1.146 1.158 1.171
log_lik[1160] 1.034 0.000 0.031 1.034 1.047 1.059 1.072
log_lik[1161] 0.884 0.000 0.034 0.883 0.899 0.912 0.927
log_lik[1162] 1.026 0.000 0.028 1.026 1.038 1.049 1.062
log_lik[1163] 0.905 0.000 0.035 0.906 0.921 0.935 0.949
log_lik[1164] 0.896 0.001 0.043 0.898 0.916 0.933 0.951
log_lik[1165] 1.135 0.000 0.030 1.135 1.147 1.160 1.173
log_lik[1166] 1.121 0.000 0.030 1.121 1.134 1.146 1.158
log_lik[1167] 0.971 0.001 0.040 0.971 0.988 1.005 1.022
log_lik[1168] 1.091 0.000 0.029 1.091 1.103 1.115 1.128
log_lik[1169] 0.601 0.001 0.038 0.601 0.618 0.633 0.649
log_lik[1170] 1.036 0.001 0.041 1.037 1.055 1.070 1.088
log_lik[1171] 0.037 0.001 0.083 0.038 0.074 0.108 0.143
log_lik[1172] 0.139 0.001 0.070 0.139 0.171 0.198 0.228
log_lik[1173] 0.289 0.001 0.052 0.290 0.313 0.333 0.356
log_lik[1174] 1.011 0.000 0.030 1.011 1.024 1.036 1.049
log_lik[1175] 0.884 0.001 0.037 0.885 0.901 0.916 0.930
log_lik[1176] 0.958 0.000 0.036 0.959 0.974 0.988 1.003
log_lik[1177] 1.118 0.000 0.030 1.118 1.130 1.143 1.156
log_lik[1178] 1.132 0.000 0.032 1.132 1.146 1.158 1.172
log_lik[1179] -1.386 0.001 0.072 -1.386 -1.354 -1.325 -1.294
log_lik[1180] 0.951 0.001 0.039 0.952 0.968 0.983 1.000
log_lik[1181] 1.125 0.000 0.030 1.126 1.138 1.150 1.164
log_lik[1182] 1.063 0.000 0.032 1.063 1.076 1.089 1.103
log_lik[1183] 0.771 0.001 0.041 0.772 0.790 0.806 0.824
log_lik[1184] 0.215 0.001 0.062 0.215 0.242 0.268 0.294
log_lik[1185] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[1186] 0.971 0.001 0.045 0.972 0.991 1.009 1.027
log_lik[1187] 1.093 0.000 0.030 1.093 1.107 1.119 1.132
log_lik[1188] 1.122 0.000 0.032 1.122 1.136 1.148 1.161
log_lik[1189] 0.848 0.001 0.039 0.849 0.866 0.880 0.897
log_lik[1190] 1.096 0.000 0.030 1.096 1.109 1.121 1.134
log_lik[1191] 0.974 0.001 0.035 0.974 0.990 1.004 1.019
log_lik[1192] 0.942 0.000 0.034 0.942 0.957 0.971 0.986
log_lik[1193] 0.521 0.001 0.044 0.522 0.540 0.558 0.578
log_lik[1194] -0.532 0.001 0.064 -0.533 -0.504 -0.477 -0.449
log_lik[1195] 0.696 0.001 0.037 0.696 0.712 0.727 0.743
log_lik[1196] 1.039 0.001 0.045 1.041 1.060 1.077 1.096
log_lik[1197] 1.029 0.000 0.029 1.029 1.042 1.054 1.067
log_lik[1198] 0.989 0.000 0.028 0.990 1.002 1.013 1.025
log_lik[1199] 0.906 0.001 0.035 0.905 0.921 0.935 0.950
log_lik[1200] 0.754 0.000 0.033 0.755 0.770 0.782 0.796
log_lik[1201] 0.373 0.001 0.053 0.374 0.396 0.418 0.442
log_lik[1202] 1.087 0.000 0.029 1.087 1.099 1.111 1.124
log_lik[1203] 1.141 0.000 0.030 1.141 1.154 1.166 1.179
log_lik[1204] 1.116 0.000 0.030 1.116 1.129 1.141 1.154
log_lik[1205] 1.053 0.000 0.030 1.054 1.066 1.078 1.091
log_lik[1206] 1.081 0.000 0.032 1.081 1.095 1.107 1.121
log_lik[1207] 1.026 0.000 0.029 1.026 1.039 1.050 1.063
log_lik[1208] 0.879 0.000 0.029 0.878 0.892 0.904 0.916
log_lik[1209] -0.270 0.001 0.059 -0.269 -0.244 -0.220 -0.195
log_lik[1210] 0.878 0.000 0.029 0.878 0.891 0.903 0.916
log_lik[1211] 0.745 0.001 0.040 0.746 0.764 0.779 0.796
log_lik[1212] 0.838 0.001 0.055 0.840 0.864 0.885 0.908
log_lik[1213] 1.075 0.000 0.031 1.076 1.088 1.101 1.114
log_lik[1214] 1.137 0.000 0.030 1.137 1.150 1.162 1.175
log_lik[1215] 0.746 0.001 0.075 0.750 0.782 0.811 0.840
log_lik[1216] 0.342 0.001 0.059 0.343 0.370 0.391 0.415
log_lik[1217] 1.131 0.000 0.030 1.131 1.144 1.156 1.169
log_lik[1218] 1.123 0.000 0.029 1.123 1.135 1.147 1.160
log_lik[1219] 0.740 0.001 0.098 0.744 0.787 0.824 0.864
log_lik[1220] -0.985 0.001 0.082 -0.985 -0.950 -0.917 -0.880
log_lik[1221] 0.673 0.001 0.077 0.676 0.710 0.739 0.769
log_lik[1222] -1.393 0.001 0.088 -1.393 -1.355 -1.319 -1.282
log_lik[1223] 0.846 0.000 0.037 0.846 0.862 0.877 0.893
log_lik[1224] 0.638 0.001 0.043 0.639 0.657 0.674 0.692
log_lik[1225] 1.123 0.000 0.030 1.124 1.136 1.148 1.161
log_lik[1226] -0.560 0.001 0.058 -0.560 -0.535 -0.511 -0.484
log_lik[1227] 0.975 0.000 0.032 0.975 0.989 1.002 1.016
log_lik[1228] 0.679 0.000 0.036 0.679 0.696 0.710 0.725
log_lik[1229] 0.899 0.000 0.032 0.899 0.913 0.926 0.939
log_lik[1230] 0.905 0.001 0.043 0.906 0.924 0.941 0.959
log_lik[1231] 1.126 0.000 0.030 1.126 1.139 1.151 1.165
log_lik[1232] -0.009 0.001 0.059 -0.008 0.017 0.040 0.067
log_lik[1233] 1.078 0.001 0.035 1.078 1.094 1.107 1.124
log_lik[1234] 0.832 0.001 0.051 0.833 0.855 0.875 0.896
log_lik[1235] 0.985 0.001 0.040 0.985 1.003 1.019 1.036
log_lik[1236] 1.124 0.000 0.030 1.124 1.137 1.149 1.162
log_lik[1237] 1.022 0.000 0.034 1.023 1.037 1.050 1.065
log_lik[1238] 0.221 0.002 0.108 0.223 0.270 0.312 0.355
log_lik[1239] 0.334 0.001 0.087 0.335 0.374 0.408 0.445
log_lik[1240] 0.247 0.001 0.068 0.248 0.277 0.305 0.334
log_lik[1241] 1.132 0.000 0.030 1.133 1.146 1.157 1.171
log_lik[1242] 1.064 0.000 0.031 1.063 1.077 1.090 1.104
log_lik[1243] -0.243 0.001 0.059 -0.242 -0.217 -0.193 -0.167
log_lik[1244] 1.115 0.000 0.031 1.116 1.129 1.142 1.156
log_lik[1245] 0.855 0.001 0.043 0.856 0.873 0.891 0.908
log_lik[1246] 0.814 0.001 0.069 0.816 0.846 0.874 0.901
log_lik[1247] 1.067 0.001 0.036 1.068 1.083 1.098 1.113
log_lik[1248] 0.560 0.001 0.061 0.562 0.588 0.613 0.637
log_lik[1249] -0.302 0.001 0.074 -0.301 -0.269 -0.240 -0.207
log_lik[1250] 0.481 0.001 0.058 0.482 0.508 0.530 0.555
log_lik[1251] 0.818 0.001 0.044 0.819 0.838 0.855 0.873
log_lik[1252] 0.884 0.001 0.050 0.885 0.908 0.927 0.947
log_lik[1253] 1.129 0.000 0.030 1.129 1.142 1.154 1.168
log_lik[1254] 0.331 0.001 0.057 0.332 0.356 0.379 0.403
log_lik[1255] 0.805 0.001 0.056 0.807 0.831 0.852 0.875
log_lik[1256] -0.873 0.001 0.077 -0.871 -0.838 -0.808 -0.774
log_lik[1257] 0.796 0.001 0.041 0.796 0.814 0.831 0.847
log_lik[1258] 0.720 0.001 0.045 0.721 0.741 0.759 0.777
log_lik[1259] 1.140 0.000 0.030 1.139 1.153 1.164 1.178
log_lik[1260] 0.484 0.001 0.048 0.484 0.506 0.525 0.545
log_lik[1261] -1.072 0.001 0.079 -1.071 -1.038 -1.005 -0.970
log_lik[1262] -0.740 0.001 0.076 -0.740 -0.707 -0.676 -0.644
log_lik[1263] 0.572 0.001 0.065 0.574 0.603 0.627 0.654
log_lik[1264] 1.089 0.000 0.035 1.090 1.104 1.119 1.134
log_lik[1265] 1.131 0.000 0.030 1.130 1.144 1.155 1.169
log_lik[1266] 0.914 0.001 0.041 0.915 0.933 0.949 0.966
log_lik[1267] 0.083 0.002 0.111 0.083 0.133 0.177 0.223
log_lik[1268] 1.027 0.000 0.035 1.027 1.042 1.057 1.072
log_lik[1269] 1.080 0.000 0.032 1.080 1.093 1.106 1.121
log_lik[1270] -0.837 0.001 0.079 -0.837 -0.804 -0.770 -0.735
log_lik[1271] 1.049 0.000 0.033 1.049 1.064 1.077 1.092
log_lik[1272] 0.922 0.001 0.039 0.923 0.940 0.955 0.971
log_lik[1273] 1.056 0.000 0.031 1.056 1.069 1.081 1.095
log_lik[1274] 1.095 0.000 0.033 1.096 1.109 1.123 1.137
log_lik[1275] 0.975 0.000 0.035 0.974 0.990 1.004 1.020
log_lik[1276] 0.638 0.001 0.043 0.638 0.657 0.675 0.693
log_lik[1277] 1.089 0.000 0.031 1.089 1.102 1.114 1.128
log_lik[1278] 0.466 0.001 0.050 0.467 0.488 0.509 0.530
log_lik[1279] 0.873 0.001 0.053 0.874 0.897 0.918 0.941
log_lik[1280] 0.351 0.001 0.074 0.353 0.386 0.413 0.444
log_lik[1281] 0.630 0.001 0.067 0.632 0.661 0.687 0.714
log_lik[1282] 0.049 0.002 0.101 0.050 0.093 0.135 0.177
log_lik[1283] 0.735 0.001 0.058 0.736 0.761 0.783 0.807
log_lik[1284] 0.875 0.001 0.060 0.878 0.903 0.926 0.950
log_lik[1285] -0.924 0.001 0.068 -0.925 -0.895 -0.867 -0.838
log_lik[1286] 0.677 0.001 0.056 0.678 0.702 0.725 0.747
log_lik[1287] 1.112 0.000 0.032 1.113 1.127 1.139 1.153
log_lik[1288] 0.160 0.002 0.103 0.163 0.207 0.249 0.291
log_lik[1289] 0.765 0.001 0.053 0.765 0.789 0.810 0.833
log_lik[1290] 1.110 0.000 0.032 1.110 1.124 1.136 1.150
log_lik[1291] 0.034 0.001 0.063 0.034 0.063 0.088 0.116
log_lik[1292] 0.815 0.001 0.046 0.816 0.836 0.854 0.874
log_lik[1293] 0.339 0.001 0.070 0.339 0.372 0.400 0.428
log_lik[1294] 1.027 0.001 0.052 1.030 1.052 1.071 1.092
log_lik[1295] 0.649 0.001 0.050 0.650 0.671 0.691 0.711
log_lik[1296] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[1297] 0.496 0.001 0.055 0.498 0.521 0.543 0.566
log_lik[1298] 0.468 0.001 0.065 0.468 0.498 0.523 0.550
log_lik[1299] 0.235 0.001 0.067 0.236 0.265 0.292 0.321
log_lik[1300] 1.120 0.000 0.032 1.121 1.135 1.148 1.161
log_lik[1301] 0.675 0.001 0.053 0.675 0.699 0.720 0.744
log_lik[1302] 1.085 0.001 0.036 1.085 1.101 1.116 1.131
log_lik[1303] 0.951 0.001 0.040 0.952 0.969 0.984 1.000
log_lik[1304] 1.109 0.000 0.032 1.110 1.123 1.136 1.149
log_lik[1305] 0.847 0.001 0.044 0.847 0.867 0.885 0.904
log_lik[1306] 1.049 0.001 0.057 1.054 1.078 1.099 1.119
log_lik[1307] 1.091 0.001 0.039 1.093 1.109 1.124 1.140
log_lik[1308] 0.891 0.001 0.053 0.893 0.916 0.937 0.959
log_lik[1309] 0.121 0.001 0.070 0.122 0.152 0.181 0.211
log_lik[1310] 0.747 0.001 0.065 0.749 0.778 0.802 0.828
log_lik[1311] 1.124 0.001 0.036 1.125 1.140 1.153 1.168
log_lik[1312] 1.063 0.001 0.036 1.063 1.079 1.093 1.109
log_lik[1313] 0.597 0.001 0.056 0.598 0.623 0.644 0.669
log_lik[1314] 0.638 0.001 0.085 0.639 0.677 0.711 0.744
log_lik[1315] 0.961 0.001 0.039 0.962 0.979 0.994 1.010
log_lik[1316] 0.622 0.001 0.056 0.623 0.647 0.670 0.693
log_lik[1317] 1.110 0.001 0.038 1.111 1.127 1.141 1.158
log_lik[1318] 0.946 0.001 0.039 0.947 0.964 0.980 0.996
log_lik[1319] 0.234 0.001 0.054 0.234 0.258 0.281 0.303
log_lik[1320] -0.049 0.001 0.070 -0.049 -0.019 0.009 0.039
log_lik[1321] 0.531 0.001 0.047 0.531 0.551 0.572 0.591
log_lik[1322] 1.134 0.000 0.030 1.134 1.147 1.159 1.172
log_lik[1323] 0.626 0.001 0.041 0.626 0.644 0.661 0.679
log_lik[1324] 0.431 0.001 0.050 0.431 0.453 0.474 0.494
log_lik[1325] 0.088 0.001 0.054 0.088 0.111 0.133 0.157
log_lik[1326] 1.121 0.000 0.030 1.121 1.134 1.146 1.160
log_lik[1327] 0.962 0.000 0.032 0.962 0.976 0.989 1.003
log_lik[1328] 0.396 0.001 0.068 0.396 0.427 0.453 0.482
log_lik[1329] 0.978 0.000 0.033 0.979 0.993 1.007 1.020
log_lik[1330] 0.780 0.001 0.043 0.781 0.799 0.816 0.836
log_lik[1331] 0.898 0.001 0.044 0.899 0.917 0.934 0.952
log_lik[1332] 1.084 0.001 0.034 1.085 1.100 1.114 1.128
log_lik[1333] 1.140 0.000 0.030 1.140 1.153 1.165 1.178
log_lik[1334] 1.007 0.001 0.040 1.007 1.025 1.039 1.056
log_lik[1335] -1.641 0.001 0.066 -1.641 -1.613 -1.585 -1.556
log_lik[1336] 1.020 0.001 0.047 1.023 1.042 1.060 1.079
log_lik[1337] 0.284 0.001 0.063 0.283 0.313 0.339 0.365
log_lik[1338] 1.134 0.000 0.030 1.134 1.147 1.159 1.173
log_lik[1339] 0.686 0.001 0.052 0.687 0.710 0.730 0.753
log_lik[1340] 1.121 0.000 0.031 1.122 1.135 1.147 1.161
log_lik[1341] 0.335 0.001 0.055 0.336 0.358 0.381 0.405
log_lik[1342] 0.832 0.002 0.103 0.836 0.883 0.921 0.961
log_lik[1343] 0.784 0.001 0.059 0.785 0.812 0.834 0.858
log_lik[1344] 0.893 0.001 0.052 0.895 0.916 0.936 0.958
log_lik[1345] 1.115 0.000 0.030 1.115 1.128 1.140 1.153
log_lik[1346] 0.788 0.001 0.044 0.789 0.808 0.825 0.843
log_lik[1347] 0.786 0.001 0.039 0.786 0.803 0.819 0.836
log_lik[1348] 0.786 0.000 0.038 0.786 0.803 0.818 0.834
log_lik[1349] 0.189 0.001 0.063 0.191 0.218 0.242 0.268
log_lik[1350] 1.126 0.000 0.030 1.126 1.139 1.151 1.164
log_lik[1351] 1.105 0.000 0.030 1.105 1.117 1.129 1.143
log_lik[1352] 1.140 0.000 0.030 1.140 1.154 1.165 1.178
log_lik[1353] 1.112 0.000 0.031 1.112 1.126 1.138 1.152
log_lik[1354] 1.036 0.000 0.031 1.036 1.050 1.062 1.076
log_lik[1355] 1.026 0.001 0.042 1.027 1.046 1.062 1.080
log_lik[1356] 1.140 0.000 0.030 1.140 1.153 1.164 1.178
log_lik[1357] 0.649 0.001 0.045 0.650 0.670 0.688 0.707
log_lik[1358] -1.283 0.001 0.062 -1.283 -1.256 -1.231 -1.202
log_lik[1359] 0.841 0.001 0.046 0.842 0.862 0.879 0.899
log_lik[1360] 0.199 0.001 0.059 0.200 0.226 0.251 0.275
log_lik[1361] -0.519 0.001 0.064 -0.519 -0.491 -0.465 -0.437
log_lik[1362] 0.576 0.001 0.058 0.577 0.603 0.626 0.650
log_lik[1363] 0.957 0.001 0.041 0.958 0.975 0.992 1.009
log_lik[1364] 0.729 0.001 0.061 0.731 0.758 0.782 0.807
log_lik[1365] -1.873 0.001 0.069 -1.873 -1.843 -1.815 -1.785
log_lik[1366] 1.139 0.000 0.030 1.139 1.153 1.164 1.177
log_lik[1367] 0.943 0.001 0.047 0.943 0.964 0.982 1.002
log_lik[1368] 0.950 0.001 0.041 0.951 0.968 0.985 1.002
log_lik[1369] 1.092 0.000 0.033 1.092 1.106 1.120 1.133
log_lik[1370] 0.763 0.001 0.065 0.764 0.793 0.819 0.845
log_lik[1371] -0.483 0.001 0.079 -0.483 -0.449 -0.416 -0.382
log_lik[1372] 0.987 0.001 0.044 0.988 1.008 1.025 1.043
log_lik[1373] -0.194 0.001 0.077 -0.194 -0.161 -0.129 -0.095
log_lik[1374] 1.130 0.000 0.030 1.130 1.143 1.155 1.169
log_lik[1375] 0.740 0.001 0.049 0.740 0.761 0.781 0.803
log_lik[1376] 0.782 0.001 0.052 0.783 0.806 0.826 0.847
log_lik[1377] 0.965 0.001 0.040 0.965 0.983 0.999 1.016
log_lik[1378] 0.775 0.001 0.052 0.775 0.799 0.820 0.841
log_lik[1379] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[1380] 0.946 0.001 0.053 0.947 0.970 0.991 1.013
log_lik[1381] 0.466 0.001 0.070 0.467 0.498 0.526 0.553
log_lik[1382] 0.183 0.001 0.064 0.184 0.211 0.236 0.265
log_lik[1383] 0.874 0.001 0.057 0.875 0.899 0.922 0.945
log_lik[1384] 1.135 0.000 0.030 1.135 1.148 1.160 1.174
log_lik[1385] 1.065 0.001 0.038 1.066 1.082 1.097 1.113
log_lik[1386] 0.406 0.001 0.056 0.407 0.431 0.454 0.477
log_lik[1387] 1.012 0.000 0.037 1.012 1.028 1.043 1.058
log_lik[1388] 1.083 0.000 0.033 1.084 1.098 1.111 1.125
log_lik[1389] 1.006 0.001 0.045 1.008 1.027 1.044 1.063
log_lik[1390] 1.124 0.000 0.031 1.124 1.137 1.150 1.164
log_lik[1391] 1.117 0.000 0.031 1.117 1.130 1.143 1.157
log_lik[1392] 1.115 0.000 0.031 1.115 1.128 1.141 1.155
log_lik[1393] 1.134 0.000 0.031 1.134 1.147 1.159 1.172
log_lik[1394] 0.517 0.001 0.062 0.518 0.546 0.570 0.595
log_lik[1395] 0.779 0.001 0.050 0.780 0.801 0.821 0.843
log_lik[1396] -0.201 0.001 0.086 -0.202 -0.163 -0.128 -0.092
log_lik[1397] -0.100 0.001 0.072 -0.100 -0.068 -0.039 -0.007
log_lik[1398] -0.469 0.001 0.068 -0.470 -0.439 -0.413 -0.384
log_lik[1399] -1.825 0.001 0.101 -1.827 -1.781 -1.740 -1.693
log_lik[1400] 0.731 0.001 0.054 0.732 0.755 0.775 0.799
log_lik[1401] -0.923 0.001 0.075 -0.923 -0.891 -0.860 -0.826
log_lik[1402] 0.956 0.001 0.047 0.957 0.978 0.996 1.015
log_lik[1403] -0.200 0.001 0.057 -0.200 -0.175 -0.152 -0.126
log_lik[1404] 0.819 0.001 0.044 0.820 0.838 0.855 0.873
log_lik[1405] 1.126 0.000 0.031 1.126 1.140 1.152 1.165
log_lik[1406] 0.975 0.001 0.041 0.976 0.994 1.010 1.027
log_lik[1407] 0.843 0.001 0.041 0.844 0.862 0.878 0.895
log_lik[1408] 1.139 0.000 0.030 1.139 1.152 1.164 1.177
log_lik[1409] 1.074 0.000 0.035 1.075 1.089 1.104 1.120
log_lik[1410] -1.836 0.001 0.073 -1.835 -1.803 -1.774 -1.744
log_lik[1411] 1.138 0.000 0.030 1.138 1.151 1.163 1.176
log_lik[1412] -0.102 0.001 0.075 -0.103 -0.070 -0.040 -0.007
log_lik[1413] -1.096 0.001 0.059 -1.096 -1.072 -1.047 -1.019
log_lik[1414] 0.061 0.003 0.165 0.064 0.136 0.203 0.269
log_lik[1415] -3.569 0.002 0.123 -3.566 -3.513 -3.463 -3.415
log_lik[1416] -0.721 0.001 0.073 -0.721 -0.689 -0.659 -0.628
log_lik[1417] -0.314 0.001 0.060 -0.315 -0.289 -0.264 -0.237
log_lik[1418] 0.842 0.001 0.070 0.846 0.876 0.901 0.930
log_lik[1419] -2.420 0.002 0.114 -2.422 -2.370 -2.323 -2.273
log_lik[1420] 1.108 0.001 0.041 1.110 1.127 1.142 1.157
log_lik[1421] -0.533 0.001 0.066 -0.533 -0.504 -0.479 -0.450
log_lik[1422] 0.601 0.001 0.070 0.603 0.634 0.661 0.690
log_lik[1423] -0.805 0.001 0.085 -0.807 -0.768 -0.732 -0.696
log_lik[1424] -6.618 0.004 0.254 -6.615 -6.499 -6.403 -6.296
log_lik[1425] -3.970 0.002 0.168 -3.969 -3.894 -3.826 -3.756
log_lik[1426] -0.299 0.002 0.105 -0.299 -0.253 -0.209 -0.163
log_lik[1427] 0.772 0.003 0.212 0.803 0.890 0.961 1.026
log_lik[1428] -0.997 0.003 0.201 -0.996 -0.910 -0.828 -0.738
log_lik[1429] 0.753 0.001 0.090 0.755 0.797 0.832 0.867
log_lik[1430] 0.710 0.001 0.071 0.712 0.742 0.770 0.799
log_lik[1431] -0.151 0.002 0.147 -0.151 -0.085 -0.028 0.041
log_lik[1432] 0.637 0.002 0.166 0.647 0.718 0.782 0.849
log_lik[1433] -2.504 0.002 0.140 -2.504 -2.443 -2.386 -2.325
log_lik[1434] 1.055 0.001 0.045 1.057 1.077 1.094 1.111
log_lik[1435] 0.295 0.002 0.109 0.297 0.345 0.387 0.432
log_lik[1436] 0.889 0.001 0.087 0.896 0.932 0.963 0.995
log_lik[1437] 1.067 0.001 0.044 1.069 1.088 1.104 1.121
log_lik[1438] -0.501 0.002 0.157 -0.503 -0.434 -0.370 -0.304
log_lik[1439] -0.116 0.001 0.105 -0.114 -0.069 -0.027 0.019
log_lik[1440] 0.476 0.001 0.081 0.478 0.513 0.544 0.577
log_lik[1441] 0.924 0.001 0.066 0.927 0.955 0.981 1.007
log_lik[1442] 1.087 0.001 0.051 1.091 1.112 1.130 1.149
log_lik[1443] 0.661 0.001 0.077 0.663 0.698 0.726 0.758
log_lik[1444] 0.232 0.002 0.133 0.236 0.294 0.344 0.400
log_lik[1445] -0.552 0.002 0.123 -0.550 -0.497 -0.448 -0.394
log_lik[1446] 0.989 0.001 0.061 0.993 1.020 1.041 1.065
log_lik[1447] -0.069 0.003 0.174 -0.066 0.007 0.080 0.154
log_lik[1448] 0.607 0.001 0.062 0.610 0.635 0.659 0.685
log_lik[1449] -0.688 0.001 0.067 -0.688 -0.659 -0.633 -0.604
log_lik[1450] -5.639 0.003 0.200 -5.634 -5.550 -5.472 -5.384
log_lik[1451] 0.821 0.002 0.159 0.837 0.905 0.957 1.012
log_lik[1452] 1.034 0.001 0.060 1.039 1.063 1.085 1.106
log_lik[1453] 0.092 0.001 0.066 0.092 0.121 0.149 0.177
log_lik[1454] 0.404 0.001 0.096 0.407 0.450 0.484 0.525
log_lik[1455] -1.076 0.002 0.138 -1.077 -1.016 -0.959 -0.895
log_lik[1456] 1.071 0.001 0.044 1.074 1.093 1.109 1.126
log_lik[1457] 0.396 0.002 0.127 0.400 0.457 0.502 0.559
log_lik[1458] 0.382 0.001 0.074 0.382 0.415 0.445 0.477
log_lik[1459] 0.755 0.002 0.101 0.758 0.804 0.843 0.884
log_lik[1460] -4.168 0.002 0.131 -4.164 -4.108 -4.058 -4.002
y_hat 12.307 0.003 0.239 12.306 12.363 12.425 12.505
lp__ 1326.123 0.042 2.105 1326.419 1327.291 1327.903 1328.534
n_eff Rhat
alpha 5835 1.000
beta[1] 4216 1.000
beta[2] 4247 1.001
beta[3] 3759 1.000
beta_mu[1] 5711 1.000
beta_mu[2] 5642 1.000
beta_mu[3] 5004 1.000
sigma 4323 1.001
nu 4310 1.000
mu[1] 5684 1.000
mu[2] 5622 1.000
mu[3] 4963 1.000
mu[4] 5277 1.000
mu[5] 4636 1.000
mu[6] 5307 1.000
mu[7] 4324 1.000
mu[8] 4006 1.000
mu[9] 5700 1.000
mu[10] 5514 1.000
mu[11] 5706 1.000
mu[12] 5306 1.000
mu[13] 5917 1.000
mu[14] 5688 1.000
mu[15] 4627 1.000
mu[16] 5719 1.000
mu[17] 4336 1.000
mu[18] 5099 1.000
mu[19] 5689 1.000
mu[20] 5319 1.000
mu[21] 5589 1.000
mu[22] 5879 1.000
mu[23] 5495 1.000
mu[24] 5716 1.000
mu[25] 5770 1.000
mu[26] 4949 1.000
mu[27] 4883 1.000
mu[28] 4313 1.000
mu[29] 5737 1.000
mu[30] 5075 1.000
mu[31] 4661 1.000
mu[32] 4873 1.000
mu[33] 5418 1.000
mu[34] 5726 1.000
mu[35] 4356 1.000
mu[36] 4956 1.000
mu[37] 4760 1.000
mu[38] 4580 1.001
mu[39] 5727 1.000
mu[40] 4907 1.000
mu[41] 5767 1.000
mu[42] 5115 1.000
mu[43] 5864 1.000
mu[44] 4959 1.000
mu[45] 5177 1.000
mu[46] 4856 1.000
mu[47] 4515 1.000
mu[48] 4878 1.000
mu[49] 4810 1.000
mu[50] 4609 1.000
mu[51] 4908 1.000
mu[52] 4604 1.000
mu[53] 5752 1.000
mu[54] 5638 1.000
mu[55] 4168 1.000
mu[56] 5760 1.000
mu[57] 4533 1.000
mu[58] 5817 1.000
mu[59] 5417 1.000
mu[60] 5502 1.000
mu[61] 4012 1.000
mu[62] 4749 1.000
mu[63] 4966 1.000
mu[64] 5396 1.000
mu[65] 4837 1.000
mu[66] 5432 1.000
mu[67] 5441 1.000
mu[68] 5184 1.000
mu[69] 4418 1.000
mu[70] 5032 1.000
mu[71] 4494 1.000
mu[72] 4866 1.000
mu[73] 5061 1.000
mu[74] 5618 1.000
mu[75] 4823 1.000
mu[76] 4809 1.000
mu[77] 5710 1.000
mu[78] 5340 1.000
mu[79] 5246 1.000
mu[80] 4641 1.000
mu[81] 5365 1.000
mu[82] 5677 1.000
mu[83] 5327 1.000
mu[84] 4397 1.000
mu[85] 5458 1.000
mu[86] 4969 1.001
mu[87] 4981 1.000
mu[88] 5136 1.000
mu[89] 5050 1.000
mu[90] 4842 1.000
mu[91] 5592 1.000
mu[92] 5649 1.000
mu[93] 5679 1.000
mu[94] 5198 1.000
mu[95] 4951 1.000
mu[96] 4882 1.000
mu[97] 5522 1.000
mu[98] 5236 1.000
mu[99] 5216 1.000
mu[100] 5627 1.000
mu[101] 4236 1.000
mu[102] 4547 1.000
mu[103] 5544 1.000
mu[104] 4520 1.000
mu[105] 4761 1.000
mu[106] 4820 1.000
mu[107] 5664 1.000
mu[108] 5064 1.000
mu[109] 4947 1.000
mu[110] 4908 1.000
mu[111] 5099 1.000
mu[112] 4431 1.000
mu[113] 4742 1.000
mu[114] 5709 1.000
mu[115] 4494 1.000
mu[116] 4361 1.000
mu[117] 5097 1.000
mu[118] 4965 1.000
mu[119] 5177 1.000
mu[120] 5630 1.000
mu[121] 5568 1.000
mu[122] 4953 1.000
mu[123] 5045 1.000
mu[124] 5760 1.000
mu[125] 4405 1.000
mu[126] 5131 1.000
mu[127] 4306 1.000
mu[128] 5513 1.000
mu[129] 4253 1.000
mu[130] 5018 1.000
mu[131] 5473 1.000
mu[132] 4626 1.000
mu[133] 4663 1.000
mu[134] 5343 1.000
mu[135] 5832 1.000
mu[136] 4995 1.000
mu[137] 4504 1.000
mu[138] 5276 1.000
mu[139] 5620 1.000
mu[140] 4714 1.000
mu[141] 3872 1.000
mu[142] 5211 1.000
mu[143] 5533 1.000
mu[144] 5528 1.000
mu[145] 4709 1.001
mu[146] 5612 1.000
mu[147] 4582 1.000
mu[148] 5496 1.000
mu[149] 4865 1.000
mu[150] 5790 1.000
mu[151] 4449 1.000
mu[152] 4549 1.000
mu[153] 4649 1.000
mu[154] 4977 1.000
mu[155] 5771 1.000
mu[156] 4223 1.000
mu[157] 4168 1.000
mu[158] 4749 1.000
mu[159] 4825 1.000
mu[160] 5139 1.000
mu[161] 4920 1.000
mu[162] 4581 1.000
mu[163] 5260 1.000
mu[164] 4323 1.000
mu[165] 5283 1.000
mu[166] 4564 1.000
mu[167] 5741 1.000
mu[168] 5066 1.000
mu[169] 4027 1.000
mu[170] 4280 1.001
mu[171] 4314 1.000
mu[172] 4612 1.000
mu[173] 4481 1.000
mu[174] 5277 1.000
mu[175] 4396 1.000
mu[176] 4647 1.000
mu[177] 4557 1.000
mu[178] 5196 1.000
mu[179] 4093 1.000
mu[180] 4402 1.000
mu[181] 5127 1.000
mu[182] 4856 1.000
mu[183] 4837 1.000
mu[184] 4559 1.000
mu[185] 5513 1.000
mu[186] 5143 1.000
mu[187] 4720 1.000
mu[188] 5819 1.000
mu[189] 4536 1.000
mu[190] 5460 1.000
mu[191] 3966 1.000
mu[192] 4556 1.000
mu[193] 3988 1.000
mu[194] 4812 1.000
mu[195] 4537 1.000
mu[196] 4642 1.000
mu[197] 5062 1.000
mu[198] 4302 1.000
mu[199] 4080 1.000
mu[200] 4504 1.000
mu[201] 5628 1.000
mu[202] 5512 1.000
mu[203] 5446 1.000
mu[204] 4451 1.001
mu[205] 4813 1.001
mu[206] 4201 1.000
mu[207] 5694 1.000
mu[208] 5811 1.000
mu[209] 4315 1.000
mu[210] 4926 1.000
mu[211] 4443 1.000
mu[212] 5636 1.000
mu[213] 4845 1.000
mu[214] 5861 1.000
mu[215] 4386 1.000
mu[216] 4189 1.001
mu[217] 4497 1.000
mu[218] 4740 1.001
mu[219] 5652 1.000
mu[220] 5584 1.000
mu[221] 4752 1.000
mu[222] 4785 1.000
mu[223] 4946 1.000
mu[224] 4323 1.000
mu[225] 4080 1.000
mu[226] 3869 1.000
mu[227] 5198 1.000
mu[228] 4482 1.000
mu[229] 5185 1.000
mu[230] 5033 1.000
mu[231] 4820 1.000
mu[232] 3969 1.000
mu[233] 5470 1.000
mu[234] 5520 1.000
mu[235] 4260 1.000
mu[236] 5015 1.000
mu[237] 4724 1.000
mu[238] 5426 1.000
mu[239] 5856 1.000
mu[240] 4710 1.000
mu[241] 5376 1.000
mu[242] 4182 1.000
mu[243] 4884 1.000
mu[244] 4796 1.000
mu[245] 4485 1.000
mu[246] 4747 1.000
mu[247] 4943 1.000
mu[248] 5743 1.000
mu[249] 4382 1.000
mu[250] 5515 1.000
mu[251] 4911 1.000
mu[252] 4791 1.001
mu[253] 5452 1.000
mu[254] 5762 1.000
mu[255] 5282 1.000
mu[256] 4364 1.000
mu[257] 4276 1.000
mu[258] 4442 1.000
mu[259] 5055 1.000
mu[260] 5380 1.000
mu[261] 5853 1.000
mu[262] 4367 1.000
mu[263] 4013 1.000
mu[264] 5666 1.000
mu[265] 5100 1.000
mu[266] 4160 1.000
mu[267] 5575 1.000
mu[268] 5479 1.000
mu[269] 4296 1.000
mu[270] 3961 1.000
mu[271] 5035 1.000
mu[272] 5310 1.000
mu[273] 5594 1.000
mu[274] 4980 1.000
mu[275] 5777 1.000
mu[276] 4197 1.000
mu[277] 4827 1.000
mu[278] 5534 1.000
mu[279] 4952 1.000
mu[280] 5300 1.000
mu[281] 4809 1.000
mu[282] 5575 1.000
mu[283] 5341 1.000
mu[284] 5490 1.000
mu[285] 5593 1.000
mu[286] 4992 1.000
mu[287] 5284 1.000
mu[288] 5724 1.000
mu[289] 4887 1.000
mu[290] 5503 1.000
mu[291] 5041 1.000
mu[292] 5696 1.000
mu[293] 4528 1.000
mu[294] 5370 1.000
mu[295] 5699 1.000
mu[296] 4872 1.000
mu[297] 3980 1.000
mu[298] 4925 1.000
mu[299] 5620 1.000
mu[300] 4517 1.000
mu[301] 5711 1.000
mu[302] 5333 1.000
mu[303] 5748 1.000
mu[304] 5065 1.000
mu[305] 5119 1.000
mu[306] 5179 1.000
mu[307] 5340 1.000
mu[308] 5153 1.000
mu[309] 5119 1.000
mu[310] 5109 1.000
mu[311] 4494 1.000
mu[312] 5124 1.000
mu[313] 5785 1.000
mu[314] 5887 1.000
mu[315] 5141 1.000
mu[316] 5428 1.000
mu[317] 5379 1.000
mu[318] 5906 1.000
mu[319] 4973 1.000
mu[320] 4516 1.001
mu[321] 4665 1.000
mu[322] 4523 1.000
mu[323] 5122 1.000
mu[324] 4665 1.000
mu[325] 5528 1.000
mu[326] 4389 1.000
mu[327] 4978 1.000
mu[328] 5111 1.000
mu[329] 5583 1.000
mu[330] 5546 1.000
mu[331] 5412 1.000
mu[332] 4253 1.000
mu[333] 3937 1.000
mu[334] 4359 1.001
mu[335] 4785 1.000
mu[336] 5176 1.000
mu[337] 5702 1.000
mu[338] 4218 1.000
mu[339] 5817 1.000
mu[340] 5253 1.000
mu[341] 4551 1.000
mu[342] 5162 1.000
mu[343] 5141 1.000
mu[344] 5227 1.000
mu[345] 4555 1.000
mu[346] 5645 1.000
mu[347] 5381 1.000
mu[348] 4671 1.000
mu[349] 4476 1.000
mu[350] 5604 1.000
mu[351] 5198 1.000
mu[352] 4336 1.000
mu[353] 4751 1.000
mu[354] 4668 1.000
mu[355] 5722 1.000
mu[356] 5377 1.000
mu[357] 4080 1.000
mu[358] 5055 1.000
mu[359] 5646 1.000
mu[360] 5216 1.000
mu[361] 5268 1.000
mu[362] 5492 1.000
mu[363] 5809 1.000
mu[364] 5343 1.000
mu[365] 4820 1.000
mu[366] 5548 1.000
mu[367] 5411 1.000
mu[368] 5127 1.000
mu[369] 5582 1.000
mu[370] 5368 1.000
mu[371] 5765 1.000
mu[372] 4899 1.000
mu[373] 5668 1.000
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log_lik[1271] 5335 1.000
log_lik[1272] 5088 1.000
log_lik[1273] 5226 1.001
log_lik[1274] 4648 1.000
log_lik[1275] 5372 1.000
log_lik[1276] 5193 1.000
log_lik[1277] 4986 1.001
log_lik[1278] 5191 1.000
log_lik[1279] 4788 1.000
log_lik[1280] 5378 1.001
log_lik[1281] 4349 1.000
log_lik[1282] 3999 1.000
log_lik[1283] 4872 1.000
log_lik[1284] 4679 1.000
log_lik[1285] 5103 1.001
log_lik[1286] 5111 1.000
log_lik[1287] 5025 1.001
log_lik[1288] 3991 1.000
log_lik[1289] 5379 1.000
log_lik[1290] 4860 1.001
log_lik[1291] 4810 1.000
log_lik[1292] 5067 1.000
log_lik[1293] 4653 1.000
log_lik[1294] 4426 1.000
log_lik[1295] 5546 1.000
log_lik[1296] 4693 1.001
log_lik[1297] 5539 1.000
log_lik[1298] 4932 1.000
log_lik[1299] 5318 1.000
log_lik[1300] 4568 1.001
log_lik[1301] 5535 1.000
log_lik[1302] 5114 1.000
log_lik[1303] 5638 1.000
log_lik[1304] 4862 1.001
log_lik[1305] 5850 1.000
log_lik[1306] 4815 1.000
log_lik[1307] 4469 1.001
log_lik[1308] 5074 1.000
log_lik[1309] 4793 1.000
log_lik[1310] 5400 1.000
log_lik[1311] 4498 1.000
log_lik[1312] 5012 1.000
log_lik[1313] 5182 1.000
log_lik[1314] 4104 1.000
log_lik[1315] 5657 1.000
log_lik[1316] 5151 1.000
log_lik[1317] 4985 1.001
log_lik[1318] 5438 1.000
log_lik[1319] 4924 1.000
log_lik[1320] 4752 1.000
log_lik[1321] 5029 1.000
log_lik[1322] 4839 1.001
log_lik[1323] 5497 1.000
log_lik[1324] 4975 1.000
log_lik[1325] 4716 1.000
log_lik[1326] 5009 1.001
log_lik[1327] 5709 1.000
log_lik[1328] 4552 1.000
log_lik[1329] 5584 1.000
log_lik[1330] 5260 1.000
log_lik[1331] 4617 1.000
log_lik[1332] 4513 1.000
log_lik[1333] 4695 1.001
log_lik[1334] 4820 1.000
log_lik[1335] 6160 1.000
log_lik[1336] 4393 1.000
log_lik[1337] 4572 1.000
log_lik[1338] 4748 1.001
log_lik[1339] 5213 1.000
log_lik[1340] 4727 1.001
log_lik[1341] 4882 1.000
log_lik[1342] 4565 1.000
log_lik[1343] 4128 1.000
log_lik[1344] 4921 1.000
log_lik[1345] 4838 1.001
log_lik[1346] 4928 1.000
log_lik[1347] 5076 1.000
log_lik[1348] 5912 1.000
log_lik[1349] 4695 1.000
log_lik[1350] 4771 1.001
log_lik[1351] 5034 1.001
log_lik[1352] 4707 1.001
log_lik[1353] 5076 1.001
log_lik[1354] 5408 1.000
log_lik[1355] 4220 1.000
log_lik[1356] 4750 1.001
log_lik[1357] 4985 1.000
log_lik[1358] 5800 1.001
log_lik[1359] 4996 1.000
log_lik[1360] 4830 1.000
log_lik[1361] 5178 1.000
log_lik[1362] 5461 1.000
log_lik[1363] 5189 1.000
log_lik[1364] 5261 1.000
log_lik[1365] 6239 1.000
log_lik[1366] 4735 1.001
log_lik[1367] 5145 1.000
log_lik[1368] 5680 1.000
log_lik[1369] 4942 1.001
log_lik[1370] 5086 1.000
log_lik[1371] 5233 1.000
log_lik[1372] 5208 1.000
log_lik[1373] 4385 1.000
log_lik[1374] 4923 1.001
log_lik[1375] 5667 1.000
log_lik[1376] 5598 1.000
log_lik[1377] 5722 1.000
log_lik[1378] 5360 1.000
log_lik[1379] 4782 1.001
log_lik[1380] 5131 1.000
log_lik[1381] 4913 1.000
log_lik[1382] 5094 1.000
log_lik[1383] 4354 1.000
log_lik[1384] 4856 1.001
log_lik[1385] 4638 1.000
log_lik[1386] 5463 1.000
log_lik[1387] 5371 1.000
log_lik[1388] 5059 1.000
log_lik[1389] 4794 1.000
log_lik[1390] 4887 1.001
log_lik[1391] 4756 1.001
log_lik[1392] 5029 1.001
log_lik[1393] 4648 1.001
log_lik[1394] 5115 1.000
log_lik[1395] 5322 1.000
log_lik[1396] 4417 1.000
log_lik[1397] 4820 1.000
log_lik[1398] 5116 1.000
log_lik[1399] 4659 1.000
log_lik[1400] 5210 1.000
log_lik[1401] 4780 1.000
log_lik[1402] 4557 1.000
log_lik[1403] 4794 1.000
log_lik[1404] 5537 1.000
log_lik[1405] 4560 1.001
log_lik[1406] 4709 1.000
log_lik[1407] 5786 1.000
log_lik[1408] 4775 1.001
log_lik[1409] 5078 1.001
log_lik[1410] 6049 1.000
log_lik[1411] 4635 1.001
log_lik[1412] 4265 1.000
log_lik[1413] 5565 1.000
log_lik[1414] 3993 1.000
log_lik[1415] 5282 1.000
log_lik[1416] 4674 1.000
log_lik[1417] 4889 1.000
log_lik[1418] 4254 1.000
log_lik[1419] 5017 1.000
log_lik[1420] 4332 1.000
log_lik[1421] 5280 1.000
log_lik[1422] 4467 1.000
log_lik[1423] 4827 1.000
log_lik[1424] 5138 1.000
log_lik[1425] 4871 1.000
log_lik[1426] 4714 1.000
log_lik[1427] 3861 1.000
log_lik[1428] 4207 1.000
log_lik[1429] 4783 1.000
log_lik[1430] 5979 1.000
log_lik[1431] 4691 1.000
log_lik[1432] 4661 1.000
log_lik[1433] 4721 1.000
log_lik[1434] 5365 1.001
log_lik[1435] 4984 1.000
log_lik[1436] 4890 1.000
log_lik[1437] 5194 1.001
log_lik[1438] 4148 1.000
log_lik[1439] 4973 1.000
log_lik[1440] 5708 1.000
log_lik[1441] 4914 1.000
log_lik[1442] 4461 1.000
log_lik[1443] 4989 1.000
log_lik[1444] 4446 1.000
log_lik[1445] 4467 1.000
log_lik[1446] 4682 1.000
log_lik[1447] 4246 1.000
log_lik[1448] 4843 1.000
log_lik[1449] 5020 1.000
log_lik[1450] 5446 1.000
log_lik[1451] 4544 1.000
log_lik[1452] 4806 1.001
log_lik[1453] 5371 1.000
log_lik[1454] 4796 1.000
log_lik[1455] 4600 1.001
log_lik[1456] 4631 1.000
log_lik[1457] 4249 1.000
log_lik[1458] 5378 1.001
log_lik[1459] 4254 1.000
log_lik[1460] 6284 1.000
y_hat 6147 1.000
lp__ 2542 1.001
Samples were drawn using NUTS(diag_e) at Sun Sep 1 11:25:48 2019.
For each parameter, n_eff is a crude measure of effective sample size,
and Rhat is the potential scale reduction factor on split chains (at
convergence, Rhat=1).check_treedepth(sf1)0 of 6000 iterations saturated the maximum tree depth of 10.check_energy(sf1)E-BFMI indicated no pathological behavior.check_divergences(sf1)0 of 6000 iterations ended with a divergence.rhats1 <- rhat(sf1)
mcmc_rhat_data(rhat = rhats1)# A tibble: 4,391 x 5
diagnostic parameter value rating description
<chr> <fct> <dbl> <fct> <chr>
1 rhat y_rep[632] 0.999 low hat(R) <= 1.05
2 rhat y_rep[869] 0.999 low hat(R) <= 1.05
3 rhat y_rep[557] 0.999 low hat(R) <= 1.05
4 rhat y_rep[817] 0.999 low hat(R) <= 1.05
5 rhat y_rep[441] 0.999 low hat(R) <= 1.05
6 rhat y_rep[1236] 0.999 low hat(R) <= 1.05
7 rhat y_rep[448] 0.999 low hat(R) <= 1.05
8 rhat log_lik[614] 0.999 low hat(R) <= 1.05
9 rhat y_rep[722] 0.999 low hat(R) <= 1.05
10 rhat y_rep[949] 0.999 low hat(R) <= 1.05
# … with 4,381 more rowsneff_ratios1 <- neff_ratio(sf1)
mcmc_neff_data(neff_ratios1)# A tibble: 4,391 x 5
diagnostic parameter value rating description
<chr> <fct> <dbl> <fct> <chr>
1 neff_ratio lp__ 0.424 ok N[eff]/N <= 0.5
2 neff_ratio log_lik[640] 0.590 high N[eff]/N > 0.5
3 neff_ratio log_lik[604] 0.595 high N[eff]/N > 0.5
4 neff_ratio beta[3] 0.627 high N[eff]/N > 0.5
5 neff_ratio mu[1155] 0.629 high N[eff]/N > 0.5
6 neff_ratio mu[842] 0.638 high N[eff]/N > 0.5
7 neff_ratio log_lik[1427] 0.643 high N[eff]/N > 0.5
8 neff_ratio mu[226] 0.645 high N[eff]/N > 0.5
9 neff_ratio mu[525] 0.645 high N[eff]/N > 0.5
10 neff_ratio mu[141] 0.645 high N[eff]/N > 0.5
# … with 4,381 more rowsTrace
stan_trace(sf1, pars=params1)
Parameters
mcmc_hist(as.array(sf1), pars = params1)`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
mcmc_dens_overlay(as.array(sf1), pars = params1)
alpha
mcmc_areas(as.array(sf1),
prob = 0.67, prob_outer = 0.9,
point_est = 'mean',
pars = c("alpha"))
beta
mcmc_areas(as.array(sf1),
prob = 0.67, prob_outer = 0.9,
point_est = 'mean',
pars = beta_params1)
mcmc_areas(as.array(sf1),
prob = 0.67, prob_outer = 0.9,
point_est = 'mean',
pars = beta_mu_params1)
sigma
mcmc_areas(as.array(sf1),
prob = 0.67, prob_outer = 0.9,
point_est = 'mean',
pars = c("sigma"))
nu
mcmc_areas(as.array(sf1),
prob = 0.67, prob_outer = 0.9,
point_est = 'mean',
pars = c("nu"))
Extract
theta1 <- rstan::extract(sf1)
y_rep1 <- theta1$y_rep
y_hat1 <- theta1$y_hatPosterior Predictive Plots
Min
ppc_stat(y_obs$y, y_rep1, stat='min', binwidth = 0.05) + coord_cartesian(xlim = c(3, 8))
Max
ppc_stat(y_obs$y, y_rep1, stat='max', binwidth = 0.05) + coord_cartesian(xlim = c(20, 25))
Mean
ppc_stat(y_obs$y, y_rep1, stat='mean', binwidth = 0.005)
Median
ppc_stat(y_obs$y, y_rep1, stat='median', binwidth = 0.005)
Scatter
ppc_scatter_avg(y_obs$y, y_rep1)
Density of random sample from posterior
ids <- sample(nrow(y_rep1), size = 200)
ppc_dens_overlay(y_obs$y, y_rep1[ids, ]) + coord_cartesian(xlim = c(5, 25))Coordinate system already present. Adding new coordinate system, which will replace the existing one.
HPDs
hpd67_1 <- HPDinterval(as.mcmc(y_rep1), prob = 0.67)
print("Mean 67% HPD width:")[1] "Mean 67% HPD width:"mean(hpd67_1[, 'upper']) - mean(hpd67_1[, 'lower'])[1] 0.2748716hpd80_1 <- HPDinterval(as.mcmc(y_rep1), prob = 0.8)
print("Mean 80% HPD width:")[1] "Mean 80% HPD width:"mean(hpd80_1[, 'upper']) - mean(hpd80_1[, 'lower'])[1] 0.3916433hpd90_1 <- HPDinterval(as.mcmc(y_rep1), prob = 0.9)
print("Mean 90% HPD width:")[1] "Mean 90% HPD width:"mean(hpd90_1[, 'upper']) - mean(hpd90_1[, 'lower'])[1] 0.5710632ShinyStan
#launch_shinystan(sf1)Forward prediction
New Data
x_hat <- runif(3, min = 10, max = 15) # This will come from your ML predictors, just taking random numbers here
str(x_hat) num [1:3] 13.4 14.3 10.8data <- list(N=N, K=K, X=x_obs, Y=y_obs$y, x_hat=scale(x_hat)[,1])
str(data)List of 5
$ N : int 1460
$ K : int 3
$ X :Classes 'tbl_df', 'tbl' and 'data.frame': 1460 obs. of 3 variables:
..$ x1: num [1:1460] 1.31 1.45 1.34 1.47 1.63 ...
..$ x2: num [1:1460] 1.3 1.42 1.27 1.5 1.44 ...
..$ x3: num [1:1460] 1.33 1.42 1.28 1.51 1.51 ...
$ Y : num [1:1460] 16.7 16.3 16.8 16.8 17.3 ...
$ x_hat: num [1:3] 0.306 0.811 -1.117Refit
sf1_fwd <- sampling(sm,
data = data,
iter = 2000,
warmup = 500)Diagnostics
check_treedepth(sf1_fwd)0 of 6000 iterations saturated the maximum tree depth of 10.check_energy(sf1_fwd)E-BFMI indicated no pathological behavior.check_divergences(sf1_fwd)0 of 6000 iterations ended with a divergence.stan_trace(sf1_fwd, pars=params1)
ShinyStan
#launch_shinystan(sf1_fwd)Predictive Posterior
theta <- rstan::extract(sf1_fwd)
y_hat <- theta$y_hat
str(y_hat) num [1:6000(1d)] 10.9 10.6 10.9 11.1 10.8 ...
- attr(*, "dimnames")=List of 1
..$ iterations: NULLy_hat now contains 6000 draws for the prediction from the new, previously unseen, data
Plot
mcmc_intervals(as.array(sf1_fwd), pars = 'y_hat', prob = 0.67, prob_outer = 0.9)
mcmc_areas(as.array(sf1_fwd), pars = 'y_hat', prob = 0.67, prob_outer = 0.9)
Analyse
Analyse y_hat as per requirements. Here an example of calculating the widths of specific highest probability density intervals:
hpd67 <- HDIofMCMC(y_hat, credMass = 0.67)
print("67% HPD width:")[1] "67% HPD width:"hpd67[2] - hpd67[1][1] 0.5214547hpd80 <- HDIofMCMC(y_hat, credMass = 0.80)
print("80% HPD width:")[1] "80% HPD width:"hpd80[2] - hpd80[1][1] 0.6942235hpd90 <- HDIofMCMC(y_hat, credMass = 0.90)
print("90% HPD width:")[1] "90% HPD width:"hpd90[2] - hpd90[1][1] 0.9148807